🎯 The Complete Coding Interview Mastery Bundle 2.0 🎯
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Your Instructor
John Bura
John has been programming since 1997 and teaching since 2002. He has been contracted by many different companies to provide game design, audio, programming, level design and project management.
To this day John has contributed to 40 commercial games. Several of the games he has produced have risen to the Top 10 in the Apple's App Store.
His expertise is in e-learning, entrepreneurship, programming, software development, and game development. He is also a new father of two kids.
Mammoth Interactive is a leading online course provider in everything from learning to code to becoming a YouTube star. Mammoth Interactive courses have been featured on Harvard’s edX, Business Insider and more.
Over 13 years, Mammoth Interactive has built a global student community with 6+ million courses sold. Mammoth Interactive has released over 350 courses and 3,500 hours of video content.
Founder and CEO John Bura has been programming since 1997 and teaching
since 2002. John has created top-selling applications for iOS, Xbox and
more. John also runs SaaS company Devonian Apps, building
efficiency-minded software for technology workers like you.
Course Curriculum
Level 1: Web Developer Basics & Beyond 🌐
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Start01. Course Requirements (2:56)
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Start02. What Is Jsbin (3:15)
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Start03. Setting Up The Html Document (2:41)
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Start04. Header Tags And Paragraphs Tags (4:06)
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Start05. Styles (3:32)
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Start06. Bold Underline And Italic Tags (3:10)
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Start07. Adding In A Link (1:38)
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Start08. Adding In A Image (3:01)
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Start09. Adding A Link To An Image (1:55)
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Start10. Lists (4:03)
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Start11. Tables (3:29)
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Start12. Different Kinds Of Input (4:59)
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Start13. Adding In A Submit Button (3:01)
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Start14. Scripts And Style Tags (3:27)
Introduction to HTML
Available in
days
days
after you enroll
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Start01. Course Requirements (2:56)
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Start02. What Is Jsbin (3:15)
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Start03. Setting Up The Html Document (2:41)
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Start04. Header Tags And Paragraphs Tags (4:06)
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Start05. Styles (3:32)
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Start06. Bold Underline And Italic Tags (3:10)
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Start07. Adding In A Link (1:38)
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Start08. Adding In A Image (3:01)
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Start09. Adding A Link To An Image (1:55)
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Start10. Lists (4:03)
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Start11. Tables (3:29)
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Start12. Different Kinds Of Input (4:59)
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Start13. Adding In A Submit Button (3:01)
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Start14. Scripts And Style Tags (3:27)
Learn CSS in just 1 Hours
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days
days
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Start01. Course Requirements (3:41)
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Start02. HTML Styles Crash Course (4:45)
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Start03. Adding Code To The CSS (4:46)
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Start04. Adding In IDs To The CSS (5:16)
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Start05. Classes In CSS (2:39)
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Start06. Font Families (5:04)
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Start07. Colors In CSS (5:44)
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Start08. Padding In CSS (3:06)
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Start09. Text Align And Transforms (3:14)
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Start10. Margins And Width (5:33)
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Start11. Changing The Body (4:11)
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Start12. Latin Text Generator (1:57)
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Start13. Adding In A Horizontal Menu With HTML And CSS (7:53)
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Start14. Adding A Background Image (4:04)
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Start15. Playing Around With Margins In CSS (2:20)
Build Websites with Bootstrap, HTML5 & CSS3
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01 Bootstrap Fundamentals
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after you enroll
02. Bootstrap Project
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days
days
after you enroll
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Start01 Build Website Skeleton With Bootstrap (8:37)
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Start02 Find Bootstrap Icons (1:50)
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Start03 Build Bootstrap Navigation (17:04)
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Start04 Build A Nav (16:28)
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Start05 Build A Carousel (8:47)
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Start06 Populate A Carousel (15:01)
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Start07 Display A Carousel (5:47)
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Start08 Adding Service Pages (7:49)
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Start09 Add Row And Column (12:40)
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Start10 Display Featurettes And Begin Mobile-First Design (5:56)
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Start11 Responsive Columns With Flexbox (8:15)
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Start12 Link To Pages In A Carousel (4:16)
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Start13 Build A Contact Form (19:48)
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Start14 Fine Tune The Contact Form (2:57)
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Start15 Build A Footer (3:50)
03. Bootstrap Project
Available in
days
days
after you enroll
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Start01 Product Page Project Setup (8:14)
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Start02 Build A Product Header (13:04)
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Start03 Add Elements Onto Background Image (7:57)
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Start04 Build A Pricing Page (10:13)
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Start05 Style The Pricing Page (3:03)
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Start06 Build A Checkout Page (13:40)
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Start07 Build A Billing Information Section (11:31)
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Start08 Build Address Selection Fields (9:57)
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Start09 Build Payment Information Fields (8:56)
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Start10 Build Card Information Fields (10:14)
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Start11 Add Fine Tuning (3:52)
Linux and Unix Command Line Basics for Bash, Z Shell and Ubuntu
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What you'll need
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after you enroll
Use Commands in a Linux Unix Terminal
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days
after you enroll
Introduction to JavaScript
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days
after you enroll
02. Variables and Data Types
Available in
days
days
after you enroll
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Start02 01 What Will We Learn In This Section (0:43)
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Start02 02 Variables (10:21)
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Start02 03 Data Types (5:39)
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Start02 04 Variable Mutation (6:53)
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Start02 05 Type Coercion (6:52)
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Start02 06 Coding Challenge (1:36)
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Start02 07 Coding Challenge Solution (2:42)
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Start02 08 Section Summary (0:50)
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StartSource Files
03. Operators
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days
after you enroll
04. Conditional Statements
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days
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Start04 01 What Will We Learn In This Section (0:35)
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Start04 02 If Else Statements (11:46)
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Start04 03 Boolean Logic (7:59)
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Start04 04 Switch Statements (10:53)
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Start04 05 Truthy And Falsie Values (6:03)
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Start04 06 Equality Operators (4:55)
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Start04 07 Coding Challenge (2:25)
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Start04 08 Coding Challenge Solution (4:54)
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Start04 09 Section Summary (1:15)
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StartSource Files
05. Functions and Arrays
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days
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06. Objects
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Start06 01 What Will We Learn In This Section (0:49)
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Start06 02 Objects And Properties (9:50)
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Start06 03 Objects And Methods (12:26)
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Start06 04 Objects Vs Primitives (16:19)
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Start06 05 Coding Challenge (0:53)
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Start06 06 Coding Challenge Solution (5:16)
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Start06 07 Section Summary (0:44)
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StartSource Files
08. JavaScript Execution
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days
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Start08 01 What Will We Learn In This Section (0:57)
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Start08 02 Javasript Parsers And Engines (5:17)
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Start08 03 Execution Contexts And Execution Stack (2:27)
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Start08 04 Creation And Execution Phases (6:33)
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Start08 05 Hoisting (2:14)
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Start08 06 Scoping (4:53)
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Start08 07 Scope Chain (3:21)
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Start08 08 This Keyword (4:15)
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Start08 09 Coding Challenge (0:47)
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Start08 10 Coding Challenge Solution (3:22)
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StartSource Files
09. Build A JavaScript Project
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days
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Start09 01 What Will We Learn In This Section (0:38)
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Start09 02 Project Setup (9:55)
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Start09 03 Events And Event Handling (17:10)
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Start09 04 Make Updates (10:40)
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Start09 05 State Variables (1:43)
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Start09 06 Coding Challenge (0:41)
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Start09 07 Coding Challenge Solution (2:37)
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Start09 08 Section Summary (0:49)
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StartSource Files
10. Course Summary
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Essential JavaScript Software Developer Interview Guide
Available in
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days
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-
StartSource Code
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Start00 Course Introduction (10:06)
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Start00-01. Fizzbuzz (6:33)
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Start01-01 Reverse Words In A String (4:31)
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Start01-02 Rotate Array (7:44)
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Start01-03 Isomorphic Strings (6:49)
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Start02-01 Set Matrix Zero (8:15)
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Start02-02 Spiral Matrix (10:46)
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Start01-04 Kth Largest Element In An Array (10:11)
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Start02-03 Number Of Islands (14:31)
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Start03-01 Implement A Stack Using An Array (11:58)
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Start03-02 Add Two Numbers As Reversed Linked Lists (14:07)
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Start03-03 Reverse A Linked List (7:56)
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Start04-01 Inorder Traversal (17:35)
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Start04-02 Preorder Traversal (12:26)
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Start04-03 Postorder Traversal (9:38)
Essential JavaScript Software Developer Interview Guide
Available in
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Start05-01 Clone An Undirected Graph - Build A Graph (11:15)
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Start05-02 Clone An Undirected Graph - Build A Queue (3:44)
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Start05-03 Clone An Undirected Graph - Breadth First Traversal (7:31)
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Start05-04 Clone An Undirected Graph - Depth First Traversal (5:58)
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Start06-01 Types Of Time Complexity (13:27)
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Start06-02 Types Of Better Time Complexity (18:15)
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Start06-03 Bubble Sort Algorithm (6:41)
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Start06-04 Selection Sort Algorithm (6:15)
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Start06-05 Insertion Sort Algorithm (6:51)
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Start06-06 Quicksort Algorithm (9:18)
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Start06-07 Merge Sort Algorithm (8:43)
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Start06-08 Time Complexity Of Different Sorting Algorithms (2:55)
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Start07-01 Coin Change (8:41)
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Start07-02 Edit Distance (15:15)
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Start07-03 Distinct Subsequences (7:26)
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Start08-01 Bitwise And Shift Operators (7:19)
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Start08-02 Single Number (4:51)
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Start08-03 Number Of 1 Bits (13:26)
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Start08-04A Sum Of Two Integers (9:26)
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Start08-04B Maximum Sum Subarray (6:52)
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Start08-05 Reverse Bits (5:54)
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Start08-06 Bitwise And Of A Range (4:28)
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Start09-01 Permutations (9:37)
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Start09-02 Distinct Permutations Of A String (9:15)
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Start09-03 Letter Combinations Of A Phone Number (14:36)
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Start09-04 Factor Combinations (9:08)
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Start10-01 Reverse Integer (10:07)
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Start10-02 Palindrome Number (10:10)
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Start10-03 Excel Sheet Column Number (6:21)
Smash the Coding Interview: Tackle Math Interview Questions with JavaScript
Available in
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days
after you enroll
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Start00 Introduction (4:08)
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Start01-01 Happy Number (15:33)
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Start01-02 Trailing Zeros In Factorial (11:10)
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Start01-03 Count Primes (6:57)
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Start01-04 Sorted Permutation Rank With Repeats (10:23)
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Start01-05 Sqrt(x) (18:19)
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Start01-06 Greatest Common Divisor (7:27)
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Start02-01 Integer To Roman (17:16)
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Start02-02 Roman To Integer (12:04)
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Start02-03 Rearrange Array (9:11)
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Start03-01 N-th Tribonacci Number (14:00)
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Start03-02 Maximum Product Of Three Numbers (10:58)
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Start03-03 Grid Unique Paths (17:22)
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Start03-04 City Tour (5:51)
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Start04-01 Next Greater Element (15:28)
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Start04-02 Ugly Number (9:02)
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Start04-03 Power Of Two Integers (11:28)
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Start04-04 Prime Sum (12:23)
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Start04-05 Sum Of Bit Differences Among All Pairs (20:53)
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StartSource Files
(Prerequisite) Introduction to Javascript
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02. Variables and Data Types
Available in
days
days
after you enroll
-
Start02 01 What Will We Learn In This Section (0:43)
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Start02 02 Variables (10:21)
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Start02 03 Data Types (5:39)
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Start02 04 Variable Mutation (6:53)
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Start02 05 Type Coercion (6:52)
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Start02 06 Coding Challenge (1:36)
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Start02 07 Coding Challenge Solution (2:42)
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Start02 08 Section Summary (0:50)
-
StartSource Files
03. Operators
Available in
days
days
after you enroll
04. Conditional Statements
Available in
days
days
after you enroll
-
Start04 01 What Will We Learn In This Section (0:35)
-
Start04 02 If Else Statements (11:46)
-
Start04 03 Boolean Logic (7:59)
-
Start04 04 Switch Statements (10:53)
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Start04 05 Truthy And Falsie Values (6:03)
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Start04 06 Equality Operators (4:55)
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Start04 07 Coding Challenge (2:25)
-
Start04 08 Coding Challenge Solution (4:54)
-
Start04 09 Section Summary (1:15)
-
StartSource Files
05. Functions and Arrays
Available in
days
days
after you enroll
06. Objects
Available in
days
days
after you enroll
-
Start06 01 What Will We Learn In This Section (0:49)
-
Start06 02 Objects And Properties (9:50)
-
Start06 03 Objects And Methods (12:26)
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Start06 04 Objects Vs Primitives (16:19)
-
Start06 05 Coding Challenge (0:53)
-
Start06 06 Coding Challenge Solution (5:16)
-
Start06 07 Section Summary (0:44)
-
StartSource Files
08. JavaScript Execution
Available in
days
days
after you enroll
-
Start08 01 What Will We Learn In This Section (0:57)
-
Start08 02 Javasript Parsers And Engines (5:17)
-
Start08 03 Execution Contexts And Execution Stack (2:27)
-
Start08 04 Creation And Execution Phases (6:33)
-
Start08 05 Hoisting (2:14)
-
Start08 06 Scoping (4:53)
-
Start08 07 Scope Chain (3:21)
-
Start08 08 This Keyword (4:15)
-
Start08 09 Coding Challenge (0:47)
-
Start08 10 Coding Challenge Solution (3:22)
-
StartSource Files
09. Build A JavaScript Project
Available in
days
days
after you enroll
-
Start09 01 What Will We Learn In This Section (0:38)
-
Start09 02 Project Setup (9:55)
-
Start09 03 Events And Event Handling (17:10)
-
Start09 04 Make Updates (10:40)
-
Start09 05 State Variables (1:43)
-
Start09 06 Coding Challenge (0:41)
-
Start09 07 Coding Challenge Solution (2:37)
-
Start09 08 Section Summary (0:49)
-
StartSource Files
10. Course Summary
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days
after you enroll
Build Your First App With React
Available in
days
days
after you enroll
-
Start01 01 Introduction To Course (5:49)
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Start01 02 Instructor Introduction (2:55)
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Start01 03 Why Learn React (4:15)
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Start01 04 Quick Win (5:35)
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Start01 05 Course Requirements (1:17)
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Start02 00 What We Will Learn In This Section (0:31)
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Start02 01 Layout And Component Tree (2:45)
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Start02 02 Set Up The App (3:09)
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Start02 03 App State (1:24)
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Start02 04 Build A Layout Component (7:10)
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Start02 05 Summary (1:47)
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Start02 06 Challenge 1 Solution (6:09)
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Start03 01 What We Will Learn In This Section (1:11)
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Start03 02 Build A To Do List Container (3:54)
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Start03 03 Build Tasks List Component (5:23)
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Start03 04 Build A Task Component (3:54)
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Start03 05 Output Tasks Dynamically (6:35)
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Start03 06 Calculate Tasks Sum Dynamically (5:51)
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Start03 07 Section Summary And Challenge (2:34)
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Start03 08 Challenge 2 Solution (6:08)
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Start04 01 What Will We Learn (1:46)
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Start04 02 Create Form (5:26)
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Start04 03 Moving Form To Component (7:48)
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Start04 04 Connect State To Form Component (6:22)
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Start04 05 Section Summary And Challenge (3:05)
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Start04 06 Challenge 3 Solution (9:09)
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StartSource Files
Build Your First App With React (cont'd)
Available in
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-
Start05 01 What Will We Learn (1:10)
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Start05 02 Remove Tasks Safely (6:02)
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Start05 03 Display And Update Task Status (10:01)
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Start05 04 Build Done Button Component (8:05)
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Start05 05 Section Summary And Challenge (4:47)
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Start05 06 Challenge 4 Solution (8:46)
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Start06 01 What Will We Learn (1:44)
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Start06 02 Build Header Component (5:10)
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Start06 03 Build A Logo (8:45)
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Start06 04 Add Sidebar To Todo App (8:25)
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Start06 05 Make Sidebar Responsive (5:48)
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Start06 06 Build Sidebar Toggle Button (6:38)
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Start06 07 Build Hamburger Icon (11:30)
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Start06 08 Section Summary And Challenge (3:19)
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Start06 09 Challange 5 Solution (7:09)
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Start07 01 What Will We Learn (1:42)
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Start07 02 Setting Up Backend Using Json Server (7:21)
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Start07 03 Build Axios Instance (5:47)
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Start07 04 Fetch Data From Backend (8:17)
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Start07 05 Post Data To Backend (9:48)
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Start07 06 Axio Interceptors (7:26)
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Start07 07 Loading Text While Fetching Data (3:51)
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Start07 08 Section Summary And Challenge (6:08)
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Start07 09 Challenge 6 Solution (8:17)
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Start08 01 What Will We Learn (1:34)
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Start08 02 Change Folder Structure (7:20)
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Start08 03 Prop Type Validation (5:20)
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Start08 04 Removing Warnings (4:17)
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Start08 05 Section Summary (2:34)
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Start09 01 Final Section (6:10)
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Start09 02 - Summary (1:59)
Introduction to React Native
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days
after you enroll
-
StartSource Files
-
Start01 Introduction To React Native (5:11)
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Start02.01 What We Will Learn (1:00)
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Start02.02 What Is React Native (3:15)
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Start02.03 How React Native Works (7:52)
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Start02.04 Expo Vs React Native Cli (4:19)
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Start02.05 Building First React Native App (3:53)
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Start02.06 Run The App On Android Simulator (2:11)
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Start02.07 Run The App On Ios Simulator (2:11)
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Start02.08 Summary And Challenge (2:12)
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Start03.01 What We Will Learn (1:01)
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Start03.02 How To Work With React Native Components (8:01)
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Start03.03 Set Up A New Project (9:03)
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Start03.04 Plan The App (5:23)
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Start03.05 Work With Core Components (13:01)
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Start03.06 Summary And Challenge (3:24)
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Start04.01 What We Will Learn (1:05)
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Start04.02 Work With Styles And React Native Flexbox (12:53)
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Start04.03 Inline Styles And Stylesheet Object (7:35)
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Start04.04 Summary And Challenge (1:51)
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Start05.01 Build A List (0:51)
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Start05.02 Work With State And Events (18:03)
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Start05.03 Output A List Of Items (19:31)
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Start05.04 Build A Flatlist (7:44)
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Start05.05 Summary And Challenge (2:17)
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Start06.01 Component Events (0:40)
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Start06.02 Split The App Into Components (17:40)
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Start06.03 - Pass Data Between Components (17:35)
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Start06.04 - Build Touchable Components (7:53)
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Start06.05 - Summary And Challenge (1:37)
Introduction to React Native (cont'd)
Available in
days
days
after you enroll
-
Start07.01 Improve App Layout (0:40)
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Start07.02 Add A Modal Overlay (14:43)
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Start07.03 More Flexbox And Modal Closing (10:09)
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Start07.04 Summary And Challenge (2:13)
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Start08.01 Build A Responsive App (1:21)
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Start08.02 Build A Responsive App (14:49)
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Start08.03 Working With Images (11:13)
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Start08.04 Dimensions (16:09)
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Start08.05 Summary (1:32)
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Start09.01 What You-ll Learn (0:32)
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Start09.02 Work With Platform (7:07)
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Start09.03 Safeareaview (3:32)
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Start09.04 Summary And Challenge (2:27)
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Start10.01 How To Debug (0:55)
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Start10.02 Debugging (8:25)
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Start10.03 Device Devtools Overlay (4:05)
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Start10.04 Remote Debugger (3:08)
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Start10.05 React Native Debugger (3:08)
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Start10.06 Summary (0:56)
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Start11 Course Summary (4:16)
Introduction to Javascript
Available in
days
days
after you enroll
-
Start01. Variables (5:36)
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Start02. Javascript (10:24)
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Start03. Numbers (4:52)
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Start04. Booleans (5:22)
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Start05. If Statements (4:27)
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Start06. Arrays (8:31)
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Start07. For Loops (9:16)
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Start08. While Loops (4:34)
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Start09. Objects (8:02)
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Start10. Functions (6:09)
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Start11. Foreach (3:54)
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Start12. Map Functions (5:22)
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Start13. Using Objects As Dictionary (2:45)
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Start14. Switch Statements (6:38)
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Start15. Destructuring (5:30)
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Start16. Spread Operator (6:56)
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Start17. String Templates (6:37)
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Start18. Error Handling (5:45)
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Start19. Let And Const Keywords (3:39)
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Start20. Do-While (1:45)
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Start21. Sets (5:42)
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Start22. Maps (4:39)
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Start23. Stacks (6:06)
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Start24. Queues (11:49)
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Start25. For Loop (5:11)
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Start26. Recursive Functions (7:13)
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Start27. Loop Labeling (5:18)
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Start28. 2D Arrays (21:59)
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Start29. Settimeout (7:02)
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Start30. Sentimental (11:21)
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Start31. Functions With Optional Parameters (15:10)
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Start32. Basic Regular Expression (5:53)
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Start33. Handle Keypress Events (22:45)
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Start34. Priority Queue (15:54)
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Start35. Add-delete Object Property (2:45)
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Start36. Example With Sets Part 1 (28:49)
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Start36. Example With Sets Part 2 (43:20)
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Start37. Concat (3:12)
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Start38. Flat And Flatmap (2:06)
Advanced Javascript
Available in
days
days
after you enroll
-
Start01 01 Introduction To The Course (1:28)
-
StartSource Files
-
Start01 02 Why Should You Learn Javascript (0:49)
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Start01 03 Quick Win (1:34)
-
Start01 04 Course Requirements (0:38)
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Start02 01 What Will We Learn In This Section (0:43)
-
Start02 02 Declare Variables With Let And Const (16:05)
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Start02 03 Blocks And Iifes (11:49)
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Start02 04 Strings In Es2020 (11:49)
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Start02 05 Coding Challenge (0:52)
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Start02 06 Coding Challenge Solution (2:12)
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Start02 07 Section Summary (0:46)
-
Start03 01 What Will We Learn In This Section (0:40)
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Start03 02 Basics Of Arrow Functions (15:07)
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Start03 03 Lexical This Keyword (10:38)
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Start03 04 Coding Challenge (0:43)
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Start03 05 Coding Challenge Solution (3:08)
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Start03 06 Section Summary (0:47)
-
Start04 01 What Will We Learn In This Section (0:32)
-
Start04 02 Destructuring (15:32)
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Start04 03 Arrays In Es2020 (16:39)
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Start04 04 Spread Operator (12:59)
-
Start04 05 Coding Challenge (0:54)
-
Start04 06 Coding Challenge Solution (3:45)
-
Start04 07 Section Summary (0:52)
Advanced Javascript (Cont'd)
Available in
days
days
after you enroll
-
Start05 02 Rest Parameters (16:03)
-
Start05 01 What Will We Learn In This Section (0:37)
-
Start05 03 Default Parameters (18:39)
-
Start05 04 Coding Challenge (0:50)
-
Start05 05 Coding Challenge Solution (4:06)
-
Start05 06 Section Summary (0:31)
-
Start06 01 What Will We Learn In This Section (0:42)
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Start06 02 Maps (20:33)
-
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Start07 02 Classes (16:27)
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Start08 03 The Event Loop (12:22)
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Start08 09 Make Ajax Calls With Fetch And Async Await (7:33)
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Introduction to React
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React Component and State Coding Interview Questions
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StartSource Files
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Start00A Course Overview (2:11)
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Start01-01 Build A React Element (4:57)
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Start01-02 Build A React Function Component (6:00)
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Start01-03 Build A React Class Component (4:10)
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Start01-04 Build A React Switching Component (6:13)
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Start01-05 Build A React Component With A State Variable (3:27)
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Start01-06 Extract A Component To Reuse Jsx (7:11)
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Start02-01 Explain Batched State Updates In React (5:55)
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Start01-01 Build Styles In React With Javascript (3:11)
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Start01-02 Conditionally Apply Styles In Jsx (7:00)
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Start01-03 Re-Render React View When The Browser Is Resized (7:36)
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Start01-04 Build An Object That Follows Cursor In React (6:41)
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Start01-05 Set Styles Based On State Variable In React (4:34)
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Start02-01 Use The Children Prop To Pass Different Jsx To A Component (4:31)
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Start02-01 Use The Children Prop To Pass Different Jsx To A Component (4:31)
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Start02-02 Render Jsx With Logical And Operator (3:48)
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Start02-02 Render Jsx With Logical And Operator (3:48)
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Start02-03 Play Video In React Jsx (8:51)
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Start02-03 Play Video In React Jsx (8:51)
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Start03-01 Filter Data Into Jsx Lists In React (11:24)
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Start03-02 Build A Nested Jsx List In React Component From Data (9:23)
React Form Coding Interview Questions
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StartSource Files
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Start00A Course Overview (2:19)
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Start02-01 Build A Label For An Input In React (5:27)
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Start02-03 Focus React Input Element On Page Load In Function Component (4:43)
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Start02-04 Dynamically Display Input Values In React (5:30)
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Start02-05 Handle Form Submission In React (9:05)
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Start03-01 Handle Button Click In React (3:18)
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React API Interview Questions
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StartSource Files
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Start01-01 Build A React Component To Show Data (3:59)
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Start02-01 Fetch Data From Mock Api With React (8:07)
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Start02-02 Show Selected Post Detail In React (7:24)
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Start02-03 Connect Databases From Api In React (7:28)
Introduction to NodeJS - Learn and Understand JavaScript
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StartNode-Intro
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Start02. Reading Code and Modules (16:50)
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Start04. HTTP Module (24:22)
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Start05. Intro to NPM and Packages (17:39)
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StartNode - Important things to know (1:11)
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StartNode Tips to get started (2:56)
The Node.js Masterclass for Complete Beginners 2.0
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Start01 01 Introduction To The Course (0:55)
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StartSource Files
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Start01 02 Introduction Of The Instructor (0:45)
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Start01 03 Why Learn Node (1:07)
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Start01 04 Quick Win (1:18)
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Start01 05 Course Requirements (0:32)
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Start02 01 What Will We Learn In This Section (0:22)
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Start02 02 Install Node.js And Visual Studio Code (1:54)
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Start02 03 What Is Node (1:16)
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Start02 04 Build Your First Node.js Script (2:00)
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Start02 05 Summary And Challenge.js Script (0:45)
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Start03 01 What Will We Learn In This Section (0:33)
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Start03 02 What Is Module System (1:15)
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Start03 03 Node Core Modules (6:27)
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Start03 04 Import Your Own Modules (4:57)
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Start03 05 Npm Modules (1:26)
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Start03 06 Install And Use Npm Module (5:13)
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Start03 07 Global Npm Packages (2:31)
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Start03 08 Nodemon (9:33)
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Start03 09 Summary And Challenge (1:09)
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Start04 01 Project Introduction (0:42)
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Start04 02 What Will We Learn In This Section (0:35)
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Start04 03 How To Set Up A Web Server (4:43)
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Start04 04 What Are Websockets (1:31)
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Start04 05 Setting Up Socket.io (5:50)
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Start04 06 Section Summary And Challenge (1:37)
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Start05 01 What Will We Learn In This Section (0:40)
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Start05 02 How To Transfer Data (12:35)
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Start05 03 Broadcasting Events (3:32)
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Start05 04 Use Geolocation API (3:58)
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Start05 05 Confirmation Receipts Of Events (2:31)
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Start05 06 Section Summary (0:44)
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Start06 01 What Will We Learn In This Section (0:36)
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Start06 02 Form And Button (13:11)
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Start06 03 Rendering Messages (7:54)
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Start06 04 Rendering Location Messages (5:39)
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Start06 05 Section Summary (0:43)
The Node.js Masterclass for Complete Beginners 2.0 (cont'd)
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Start07 01 What Will We Learn In This Section (0:30)
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Start07 02 Working With Time In Javascript (2:11)
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Start07 03 Add Timestamps For Messages (2:31)
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Start07 04 Section Summary (0:36)
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Start08 01 What Will We Learn In This Section (0:42)
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Start08 02 Build A “join App” Page (5:25)
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Start08 03 Style The App (11:23)
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Start08 04 Automatic Scrolling (2:48)
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Start08 05 Section Summary (0:42)
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Start09 01 What Will We Learn In This Section (0:39)
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Start09 02 Work With Socket.io Rooms (6:14)
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Start09 03 Tracking Users (9:05)
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Start09 04 Showing Users And Messages (8:03)
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Start09 05 Section Summary (0:51)
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Start10 Deploy The Real-time Web App (4:38)
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Start11 01 What Will We Learn In This Section (0:56)
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Start11 02 What Is Asynchronous (5:33)
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Start11 03 Callstack (5:30)
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Start11 04 Callback Queue (7:17)
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Start11 05 Eventloop (2:06)
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Start11 06 Making HTTP Requests (9:41)
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Start11 07 Callback Functions (3:12)
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Start11 08 Callback Abstraction (9:08)
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Start11 09 Callback Chaining (7:43)
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Start11 10 Summary (1:01)
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Start12 01 What Will We Learn In This Section (1:05)
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Start12 02 What Is Express (11:27)
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Start12 03 Postman (14:39)
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Start12 04 Serve Up Html And Json (12:37)
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Start12 05 Serve Up Static Assets (8:46)
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Start12 06 Serve Up Css (10:38)
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Start12 07 Serve Up Images (4:37)
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Start12 08 Build Dynamic Pages With Templates (12:08)
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Start12 09 Customize Views Directory (6:47)
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Start12 10 Html Status Codes (8:43)
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Start12 11 404 Pages (7:21)
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Start12 12 Summary And Challenge (1:21)
Fullstack Web Development Masterclass - Build Websites with Node and MongoDB NoSQL Databases
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Install MongoDB on Mac and Windows
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Build a local MongoDB database
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Install npm and Node on Mac, Windows and Linux
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Connect to MongoDB with a Node server, native driver and Mongoose
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Count site visitors with MongoDB, Node, Express and EJS
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Build a new MongoDB Express project
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Incremement counter with each visit
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Build the homepage template with EJS
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Build a CRUD app with MongoDB, EJS, Node, Express
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Build web server with Node and Express
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Create data with POST requests to server
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Connect to MongoDB
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Read and show all database items to client with EJS
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Update data on the database via client
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Delete data from database via client
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Quickly style the site with Bootstrap
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Build RESTful APIs with Node, Express and MongoDB
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01b Project preview - Build a RESTful API with Express, Node and MongoDB
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01c Install npm and Node on Mac, Windows and Linux
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02 Start a new Node project with Express web server
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03a Handle HTTP requests with an Express router
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03c Install mongosh on Mac and Windows
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04 Build a Mongo DataBase
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05 Build an Express router to handle requests
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06 Implement a GET HTTP request
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07 Implement a POST HTTP request
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08 Implement a PUT HTTP request
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09 Implement a PATCH HTTP request
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10 Implement a DELETE HTTP request
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11 Project preview - Build a RESTful API with Validation
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12 Build a Node web server with Express and Nodemon
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13 Set up handlers for RESTful HTTP requests
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14 Build a Mongo database
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15 Respond to Get By Property request
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16 Respond and test an HTTP POST request
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17 Implement Express validator for validation
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18 API integration testing with Mocha and Supertest
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SocketIO Client Server Communication Interview Questions
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StartSource Files
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Start04-01A Question - Build Html Form To Connect To Server (2:38)
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Start04-01B Build Html Form To Connect To Server (2:58)
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Start04-02A Question - Query Dom With Client Script And Socketio (2:27)
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Start04-02B Query Dom With Client Script And Socketio (6:04)
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Start04-03A Question - Show Client Form Input On All Clients- (2:03)
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Start04-03B Show Client Form Input On All Clients- (3:51)
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Start04-04A Question - Connect Client Html With Api Server Calls (4:08)
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Start04-04B Connect Client Html With Api Server Calls (8:36)
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Start05-01A Question - Render Timestamp On Api Query (1:54)
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Start05-01B Render Timestamp On Api Query (2:48)
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Start05-02A Question - Render Timestamps On Client Messages (1:52)
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Start05-02B Render Timestamps On Client Messages (2:53)
Node and Express Interview Questions
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Start06-00 Course Overview (1:31)
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StartSource Files
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Start06-01A Question - Build Signup Frontend For Chatroom (2:13)
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Start06-01B Build Signup Frontend For Chatroom (3:09)
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Start06-02A Question - Connect Clients To Chatroom With Socketio (3:16)
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Start06-02B Connect Clients To Chatroom With Socketio (5:16)
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Start06-03A Question - Define Chatroom Users In Javascript (2:46)
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Start06-03B Define Chatroom Users In Javascript (3:20)
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Start06-04A Question - Track Client Connect And Disconnect In Node And Express (2:42)
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Start06-04B Track Client Connect And Disconnect In Node And Express (5:32)
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Start06-05A Question - Update User List Upon Client Connect And Disconnect (1:34)
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Start06-05B Update User List Upon Client Connect And Disconnect (3:26)
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Start07-01 Make HTTP Request To Api With Javascript (4:23)
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Start07-01A Question - Make HTTP Request To Api With Javascript (1:21)
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Start07-02A Question - Build Callback Abstraction In Javascript (1:12)
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Start07-02B Build Callback Abstraction In Javascript (3:46)
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Start07-03A Question - Chain Callback Functions And Promises In Javascript (1:50)
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Start07-03B Chain Callback Functions And Promises In Javascript (7:59)
CRUD HTTP Web Developer Interview Questions
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StartSource Files
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Start08-00 Course Overview (2:05)
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Start08-01 Perform Get Requests In Crud App With Express And Nodejs (6:57)
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Start08-01A Question - Perform Get Requests In Crud App With Express And Nodejs (2:32)
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Start08-02A Question - Send Inline Html From Server To Client Page (1:05)
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Start08-02B Send Inline Html From Server To Client Page (1:48)
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Start08-03A Question - Build Express Router For Node Server (1:40)
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Start08-03B Build Express Router For Node Server (5:12)
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Start08-04A Question - Render 404 Not Found Page (0:51)
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Start08-04B Render 404 Not Found Page (1:51)
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Start08-05A Question - Build Webpage Templates With Express Handlebars (2:02)
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Start08-05B Build Webpage Templates With Express Handlebars (4:05)
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Start09-01a Question - Read data from file with NodeJS (1:38)
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Start09-01b Read data from file with NodeJS (2:28)
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Start09-02a Question - Read file with modular importing in NPM project (1:35)
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Start09-02b Read file with modular importing in NPM project (2:08)
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Start10-01a Question - Build GET HTTP Request handler in Express app (2:24)
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Start10-01b Build GET HTTP Request handler in Express app (7:53)
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Start10-02a Question - Send JSON data in GET HTTP response (1:33)
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Start10-02b Send JSON data in GET HTTP response (5:14)
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Start10-03a Question - Build POST HTTP Request handler in Express app (2:04)
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Start10-03b Build POST HTTP Request handler in Express app (3:21)
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Start10-04a Question - Make a POST request with Curl (1:25)
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Start10-04b Make a POST request with Curl (5:46)
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Start11-01a Question - Build PUT HTTP Request handler in Express app (2:26)
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Start11-01b Build PUT HTTP Request handler in Express app (3:10)
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Start11-02a Question - Make a PUT HTTP request to server from client with Curl (2:02)
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Start11-02b Make a PUT HTTP request to server from client with Curl (3:44)
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Start12-01a Question - Build DELETE HTTP Request handler in Express app (2:34)
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Start12-01b Build DELETE HTTP Request handler in Express app (3:08)
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Start12-02a Question - Make a DELETE request with Curl (2:27)
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Start12-02b Make a DELETE request with Curl (2:36)
Command Line fundamentals
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Start01 Why All Developers Need To Know The Command Line (8:50)
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StartSource Files
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Start02 What Are Linux And Unix Terminals (8:04)
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Start03 What You-ll Need (1:20)
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Start04 Install Linux Command Line On Windows (3:18)
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Start05 Build Your First Command In The Command Line (3:48)
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Start06 Navigate Directories In The Command Line (6:33)
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Start07 Build And Edit A New File In The Command Line (7:27)
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Start08 Move Files In The Command Line (9:00)
Install brew (for Mac or Linux only)
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MongoDB Web Developer Interview Questions
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Start13-00 Course Overview (2:02)
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StartSource Files
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Start13-01 Install MongoDB 6 on Mac (2:31)
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Start13-01a Question - Build A Mongo Database Via The Terminal (1:08)
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Start13-01b Build A Mongo Database Via The Terminal (4:58)
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Start13-02a Question - Connect to MongoDB with a Node server and native driver (2:14)
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Start13-02b Connect to MongoDB with a Node server and native driver (6:14)
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Start14-01a Question - Build Express client-server app with generator (1:20)
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Start14-01b Build Express client-server app with generator (3:28)
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Start14-02a Question - Build a Mongoose model in Express app (1:45)
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Start14-02b Build a Mongoose model in Express app (3:36)
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Start14-03a Question - Build MongoDB to track web hits (1:47)
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Start14-03b Build MongoDB to track web hits (3:09)
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Start15-01a Question - Connect Express app to MongoDB collection (1:26)
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Start15-01b Connect Express app to MongoDB collection (4:17)
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Start15-02a Question - Update MongoDB collection with client and server (3:30)
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Start15-02b Update MongoDB collection with client and server (4:59)
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Start15-03a Question - Enable client to trigger change in MongoDB entry (1:51)
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Start15-03b Enable client to trigger change in MongoDB entry (4:22)
Level 2: Deep Dive into Python 🐍
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Code Python on the Web
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02 Python Language Fundamentals
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Start01. Variables (19:17)
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Start02. Type Conversion Examples (10:04)
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Start03. Operators (7:04)
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Start04. Operators Examples (21:52)
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Start05. Collections (8:23)
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Start06. Lists (11:38)
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Start07. Multidimensional List Examples (8:05)
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Start08. Tuples Examples (8:34)
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Start09. Dictionaries Examples (14:24)
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Start10. Ranges Examples (8:30)
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Start11. Conditionals (6:41)
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Start12. If Statement Examples (10:16)
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Start13. If Statement Variants Examples (11:18)
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Start14. Loops (7:00)
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Start15. While Loops Examples (11:30)
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Start16. For Loops Examples (11:18)
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Start17. Functions (7:47)
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Start18. Functions Examples (9:16)
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Start19. Parameters And Return Values Examples (13:46)
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Start20. Classes And Objects (11:13)
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Start21. Classes Example (13:11)
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Start22. Objects Examples (9:54)
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Start23. Inheritance Examples (17:26)
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Start24. Static Members Example (11:03)
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Start25. Summary And Outro (4:06)
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StartSource code
Beginner Python Array Interview Questions with Time and Space Complexity
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Start00A Course Overview (1:18)
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Start01-01A Question - Find Maximum Sum Subarray Of Size K (2:00)
-
Start01-01B Find Maximum Sum Subarray Of Size K (5:18)
-
Start01-01C Explanation - Find Maximum Sum Subarray Of Size K (4:00)
-
Start01-02A Question - Find Smallest Subarray With Given Sum (2:06)
-
Start01-02B Find Smallest Subarray With Given Sum (5:50)
-
Start01-02C Explanation - Find Smallest Subarray With Given Sum (3:41)
-
Start02-01A Question - Find Pair With Target Sum (1:17)
-
Start02-01B Find Pair With Target Sum (5:29)
-
Start02-01C Explanation - Find Pair With Target Sum (2:39)
-
Start02-02A Question - Remove Duplicates From List (1:26)
-
Start02-02B Remove Duplicates From List (3:30)
-
Start02-02C Explanation - Remove Duplicates From List (3:37)
-
Start02-03A Question - Remove Targets From Array (1:17)
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Start02-03B Remove Targets From Array (3:50)
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Start02-03C Explanation - Remove Targets From Array (2:53)
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Start02-04A Question - Square A Sorted Array (1:40)
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Start02-04B Square A Sorted Array (4:55)
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Start02-04C Explanation - Square A Sorted Array (5:11)
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StartSource Files
Beginner Python Sort Interview Questions with Time and Space Complexity
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StartSource Files
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Start03A Course Overview (1:24)
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Start03C-01A Question - Cyclic Sort (1:36)
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Start03C-01B Cyclic Sort (4:19)
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Start03C-01C Explanation - Cyclic Sort (5:00)
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Start03C-02A Question - Find Duplicate Number (1:06)
-
Start03C-02B Find Duplicate Number (3:32)
-
Start03C-02C Explanation - Find Duplicate Number (2:49)
-
Start03C-03A Question - Find Duplicate Without Modifying Array (1:45)
-
Start03C-03B Find Duplicate Without Modifying Array (4:43)
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Start03C-03C Explanation - Find Duplicate Without Modifying Array (4:50)
-
Start03C-04A Question - Find All Duplicate Numbers (0:59)
-
Start03C-04B Find All Duplicate Numbers (3:47)
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Start03C-04C Explanation - Find All Duplicate Numbers (6:51)
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Start03C-05A Question - Find Missing Number (1:07)
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Start03C-05B Find Missing Number (4:23)
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Start03C-05C Explanation - Find Missing Number (9:18)
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Start03C-06A Question - Find All Missing Numbers (1:12)
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Start03C-06B Find All Missing Numbers (3:32)
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Start03C-06C Explanation - Find All Missing Numbers (7:46)
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Start03C-07A Question - Find Corrupt Pair (1:14)
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Start03C-07B Find Corrupt Pair (4:00)
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Start03C-07C Explanation - Find Corrupt Pair (4:52)
Beginner Python Tree Interview Questions with Time and Space Complexity
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StartCourse Overview (1:24)
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StartSource Files
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Start01A Question - Traverse Binary Tree Level Order (2:34)
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Start01B Traverse Binary Tree Level Order (6:49)
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Start01C Explanation - Traverse Binary Tree Level Order (4:54)
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Start02A Question - Traverse Binary Tree Reverse Level Order (1:58)
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Start02B Traverse Binary Tree Reverse Level Order (7:01)
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Start02C Explanation - Traverse Binary Tree Reverse Level Order (4:20)
-
Start03A Question - Find Level Averages In Binary Tree (1:16)
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Start03B Find Level Averages In Binary Tree (7:30)
-
Start04A Question - Find Level Order Successor (1:53)
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Start04B Find Level Order Successor (8:11)
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Start05A Question - Find Minimum Depth Of Binary Tree (1:33)
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Start05B Find Minimum Depth Of Binary Tree (5:29)
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Start06A Question - Find Maximum Depth Of Binary Tree Traversing All Levels (0:59)
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Start06B Find Maximum Depth Of Binary Tree Traversing All Levels (5:33)
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Start07A Question - Find Right View Of Binary Tree (1:15)
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Start07B Find Right View Of Binary Tree (6:27)
Beginner Python Heap Interview Questions with Time and Space Complexity
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Start04A Course Overview (1:14)
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StartSource Files
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Start04C-01A Question - Find Top K Numbers (0:47)
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Start04C-01B Find Top K Numbers (4:03)
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Start04. Explanation - Find Top K Numbers (2:44)
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Start05. Question - Find Kth Smallest Number (1:03)
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Start06. Find Kth Smallest Number (4:32)
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Start07. Explanation - Find Kth Smallest Number (2:16)
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Start08. Explanation - Find Kth Smallest Number (2:16)
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Start09. Question - K Closest Points To Origin (1:03)
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Start10. K Closest Points To Origin (7:59)
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Start04C-04A Question - Find Minimum Cost To Connect Ropes (2:00)
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Start04C-04B Find Minimum Cost To Connect Ropes (4:42)
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Start08-01A Question - Find Bitonic Array Maximum (1:50)
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Start08-02A Question - Order Agnostic Binary Search (1:27)
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Start08-02B Order Agnostic Binary Search (5:47)
Beginner Python Linked List Interview Questions with Time and Space Complexity
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Start2. Question - Is Linked List Cycle (1:15)
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Start3. Is Linked List Cycle (5:01)
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Start06-02A Question - Find Length Of Linked List Cycle (1:17)
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Start06-02B Find Length Of Linked List Cycle (6:25)
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Start06-02C Explanation - Find Length Of Linked List Cycle (3:43)
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Start10. Explanation - Find Middle Node Of Linked List (1:36)
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Start07-01A Question - Find Distinct Subsets (1:19)
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Start12. Find Distinct Subsets (5:48)
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Start14. Find Subsets With Duplicates (4:06)
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StartSource Files
Ace the Python Coding Interview
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Start01 Bubble Sort Algorithm Python (9:11)
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Start04 Quicksort Algorithm Python (4:29)
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Start05 Merge Sort Algorithm Python (7:25)
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Start06 Time Complexity Of Different Sorting Algorithms (2:55)
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StartSource Code
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10 Permutations and Combinations
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Level 3: Game Development Expertise with Unity & Unreal 🎮
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02 Unity Game Engine Introduction
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03 Build a New Unity Project
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04 Navigate the Unity Editor
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06 Introduction to Coding in Unity Visual Scripting
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08 Handle Collisions with Unity Visual Scripting
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Start00 Preview Of Collision Handling In Unity (0:59)
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Start01 Build A Death Zone Unity Object (4:54)
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Start01B How Collisions Work In Unity (9:46)
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Start01C What Is A Branch Conditional In Unity Visual Scripting (3:39)
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Start02C Handle Player Collision With Plane With Unity Visual Scripting (6:24)
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15 Build Collectible Coins
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16 Build Explosion Effect Upon Collision
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Beginner Unity Game Developer Interview Questions
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Start01 Transformation, Layers, Pivot Axis And More Unity Interview Questions (57:15)
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Start03 Scope, Iterate, Reference And Serialize Unity Interview Questions (59:02)
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Start05 Outro (6:48)
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StartInterview (Beginner) - project Igor Aherne
Intermediate Unity Interview Questions - Get Hired
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Control 2D player movement in Unity C#
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Start01A Question - Control Unity 2D Player Speed In C- (1:45)
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Start02B Control Unity 2D Player Rotation In C- (4:19)
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Move with NavMesh in Unity 3D C# game
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Enable jump in Unity C#
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Camera Unity C# Interview Questions
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Build cameras in Unity C# games
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Start01A Question - 2D Camera Zoom In Unity C- (1:39)
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Game Object Unity C# Interview Questions for 2D and 3D Games
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Build objects in Unity 2D C# games
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Start03B Rotate 2D Object To Cursor In Unity C- (9:08)
Spawn game objects in Unity C#
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Unity WebGL Interview Questions with PWA
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Build Unity WebGL Templates with HTML
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Start01 Build A Unity Webgl Project (5:33)
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10 Build Progressive Web App Unity WebGL template
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C# Data Structures, Algorithms and Time Complexity
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Unreal Engine 5 Game Development for Absolute Beginners and All Ages
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Unreal Introduction
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What are Unreal Project Templates
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Build a New Unreal Project
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Navigate the Unreal Editor
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Build a Blueprint Class for Reusable Game Object
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Learn to Code with Blueprint Visual Scripting
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04 Destroy Actor Upon Player Collision
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05 Build Explosion Upon Collision
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06 Build a Variable in Game Mode to Track Score
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Start00B What Is A Variable In Unreal Blueprints (3:46)
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07 Build User Interface to Show Score
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08 Spawn Actors at Random Locations
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09 Examples of Debugging in Unreal Editor
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Start00 How To Debug Unreal Blueprints (4:38)
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Beginner Interview Questions in Unreal Engine 5 - AI Interaction
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Algorithms, Data Structures and Time Complexity in C++
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Level 4: Embracing the Machine Learning Revolution 🤖
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Data Science with Python and NumPy
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Learn to Graph Data with Python and Matplotlib
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Complete Beginners Data Analysis with Pandas and Python
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Start13. Dataframe Operations (20:09)
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Start14 Dataframe Comparisons And Iteration (15:35)
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Machine Learning Fundamentals
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Start06 Gaussian Distribution (3:45)
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Start07 Log-Normal Distribution (3:28)
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Start09 Laplace Distribution (1:54)
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Start10 Binomial Distribution (9:05)
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Start11 Multinomial Distribution (3:59)
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Start12 Poisson Distribution (4:21)
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Start13 Calculate Error Of Machine Learning Model (8:44)
Data Engineering and Machine Learning Masterclass
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Start03-02 Build X And Y Data With One Hot Encoding (4:57)
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Start03-03 Logistic Regression With One Hot Encoding (2:20)
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Start04-04 Scale And Encode Data With Scikit-Learn (3:47)
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Start04-04 What Is Scaling Data (6:36)
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Start04-05 Build, Train And Test A Machine Learning Model (4:37)
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Start05-01 Compare Decision Tree And Linear Regression Models (6:26)
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Start11. What Is The Kbins Discretizer (4:54)
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Start12. Bin Data With Kbins Discretizer (3:42)
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Start14. Compare Binned Regression Models (3:39)
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Start16. What Is K Means Clustering (11:58)
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Start18. What Is Gaussian Probability Distribution- (2:31)
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Start22. Build A Ridge Regression Model (3:41)
Building Machine Learning Models
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Start02-03b Build A Breadth First Search Algorithm (6:56)
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Start02-04 Depth Limited Search (3:58)
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Start02-06 What Is Uniform Cost Search (6:04)
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Start02-07 Bidirectional Search (4:44)
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Start03-01 What Are Informed Search Algorithms (4:07)
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Start03-02 What Is Greedy Best-first Search (8:16)
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Start03-02b Build A Greedy Best First Search Algorithm (10:43)
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Start03-03 What Is A Search (5:10)
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Start04-01 How Does A Machine Learning Agent Learn (7:37)
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Start04-02 What Is Inductive Learning (4:10)
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Start04-03 Make Decisions With Decision Trees (10:50)
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Start04-04 Performance Of A Machine Learning Algorithm (4:13)
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Start04-06 Statistical Learning (3:56)
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Start05-01 What Is Logistic Regression (4:26)
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Start05-02 Prepare Data For Logistic Regression (12:19)
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Start05-03 How To Prepare Data (8:52)
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Start05-04 Build A Logistic Regression Model (5:29)
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Start05-04a How To Build A Logistic Regression Model (3:28)
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Start05-04b What Is Optimization (12:10)
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Start05-05 Optimize The Logistic Regression Model (12:44)
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Start05-05a How To Optimize A Logistic Regression Model (12:45)
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Start05-06 Train The Model (10:09)
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Start05-07 Test The Model (2:33)
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Start05-08 Visualize Results (5:38)
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Start06.02 Prepare Data For Gradient Boosted Classification (7:19)
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Start06.03 Build Binary Classes (6:12)
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Start06.04a How To Shape Data For Classification (2:58)
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Start06.05a How To Build A Boosted Trees Classifier (4:03)
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Start07.01 Build Input Functions (3:55)
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Machine Learning Interview Questions
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Start01-02. Types Of Machine Learning (10:48)
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Start02-00. Intro (2:44)
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Start02-02. Common Machine Learning Algorithms Part 1 (15:58)
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Start02-03. Common Machine Learning Algorithms Part 2 (22:52)
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Start02-04. Common Machine Learning Algorithms Part 3 (13:03)
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Start03-00. Intro (2:08)
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Start03-03. Results Testing Techniques (11:18)
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Start04-00. Intro (2:14)
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Start04-02. Selecting Important Variables (3:18)
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Start04-04. Kernel Tick (3:21)
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Start04-09. Amazon Recommendation System (5:26)
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Start05. Course Summary and Outro (3:12)
Machine Learning Coding Interview Questions
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02 Perform exploratory data analysis
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03 Transform categorical variables
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04 Scale numerical features
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05 Build regression models
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Pre-requisites
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06 Build a neural network
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Image Generation Machine Learning Interview Questions
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Diffusion Deep Learning Interview Questions
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Stable Diffusion Interview Questions
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Dimensionality Reduction Data Science Interview Questions
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Autoencoder Machine Learning Interview Questions
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GAN Neural Network Interview Questions
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Scoring Interview Questions
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Signal Processing Interview Questions
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Fourier Analysis Interview Questions
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Level 5: Final Preparations - Diverse Interview Topics 🌟
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01 Introduction to data
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02 Entity Relationship Modeling (ERM)
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03 Introduction to databases and relational databases
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04 How to build an organized database
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05 Build a SQLite database with Python
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SQL Coding Interview Guide - Overview
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01 Restrict and Sort Data Questions
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Start01-01 List Alphabetically (4:13)
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Start01-00 Build A Table And Display All Records (10:26)
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Start01-02 List All Not In Specified Range (4:03)
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Start01-03 List All In Range By Multiple Properties (7:39)
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Start01-04 Display All With Characters In Property (6:10)
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Start01-05 Select From Where In This And Not In That (6:09)
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Start01-06 List All With Exact Number Of Characters (5:44)
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Start01-07 List All With Specific Second Character (5:11)
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Start01-08 List All Distinct Ids Available (3:36)
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Start01-09 Calculate Percentage (4:45)
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Start01-10 Consecutive Numbers (9:03)
02 Join Data Questions
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Start02-01 List Streams With Viewer Information (9:33)
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Start02-02 Join Two Tables (5:19)
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Start02-03 Find Same Value In Another Property (8:08)
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Start02-04 List Values Across Tables (6:35)
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Start02-05 Join Three Tables (6:44)
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Start02-06 Find Average Across Tables (6:59)
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Start02-07 Display Difference Across Tables (6:27)
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Start02-08 Find More Than Value Across Tables (6:11)
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Start02-09 Product Sales Analysis (6:50)
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Start02-10 List All After A Certain Date (6:33)
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Start02-11 Capital Gain Loss (6:33)
03 Aggregate Functions Questions
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Start03-01 Count Distinct Properties (3:47)
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Start03-02 List Total Sum (3:40)
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Start03-03 Get Minimum (3:12)
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Start03-04 Get Maximum From A Distinct Type (4:12)
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Start03-05 Get Average And Count At An ID (3:22)
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Start03-06 Get Number Of Same Type (3:05)
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Start03-07 Get Difference Between Max And Min (2:30)
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Start03-08 Find Minimum Of Each Type (5:13)
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Start03-09 Get Sum At Each ID (3:39)
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Start03-10 Get Average For Each ID (4:40)
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Start03-11 Get Different Properties (4:29)
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Start03-12 List Where Maximum Is Greater Than (4:34)
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Start03-13 List Average Where Greater Than (6:16)
04 Subquery Questions
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Start04-01 Find Higher Values (8:03)
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Start04-02 Find All Of A Type (6:40)
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Start04-03 List All Above Average (5:10)
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Start04-04 List All Greater Than Minimum (7:52)
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Start04-05 List All Part Of Any (7:57)
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Start04-06 List All Who Have More (6:24)
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Start04-07 List All With Same As Minimum (4:41)
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Start04-08 List All Above Average In Their Group (6:35)
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Start04-09 Get Kth Maximum Value (6:48)
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Start04-10 Get Kth Minimum Value (5:27)
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Start04-11 Select Last K Records From A Table (5:01)
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Start04-12 List All Not In A Group (5:12)
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Start04-13 Get K Maximum Values (4:58)
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Start04-14 Get K Minimum Values (3:48)
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Start04-15 Products Never Sold (4:17)
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Start04-16 Winning Candidate (5:38)
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Start04-17 Search Across Three Tables (7:51)
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Start04-18 Find One Property In Another (4:38)
Essential Algorithms and Data Structures to Crack the Coding Interview
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Start00-01. Kotlin Course Introduction (7:04)
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Start00-02 Fizzbuzz Kotlin (5:26)
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Start01-01 Reverse Words In A String Kotlin (3:53)
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Start01-02 Rotate Array Kotlin (7:31)
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Start01-03 Kth Largest Element In An Array Kotlin (4:26)
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Start02-01 Set Matrix Zeros Kotlin (12:20)
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Start02-02 Spiral Matrix Kotlin (21:56)
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Start03 Queue With A Linkedlist Kotlin (10:43)
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Start04-00 Build A Binary Tree (15:46)
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Start04-01 Delete Tree Node Kotlin (17:20)
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Start05-01 Delete Tree Node Kotlin (17:20)
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Start05-02 Selection Sort Algorithm Kotlin (6:01)
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Start05-03 Insertion Sort Kotlin (6:15)
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Start05-04 Merge Sort Algorithm Kotlin (15:10)
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Start06 Build A Graph Kotlin (7:28)
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Start07-01 Coin Change Kotlin (8:02)
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Start07-02 Maximum Sum Subarray Kotlin (7:06)
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Start07-03 Edit Distance Kotlin (9:37)
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Start08-01 Single Number Kotlin (7:29)
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Start08-02 Number Of 1 Bits Kotlin (7:24)
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Start08-03 Bitwise And Of A Range Kotlin (7:23)
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Start09-01 Permutations Kotlin (16:12)
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Start09-02 Combinations Kotlin (9:28)
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Start09-03 Letter Combinations Of A Phone Number Kotlin (10:31)
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Start10-01 Reverse Integer Kotlin (11:52)
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Start10-02 Palindrome Number Kotlin (9:53)
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Start10-03 Excel Sheet Column Number Kotlin (5:23)
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StartSource Code
Ultimate iOS Coding Interview Preparation - Access Control
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ARC
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AppDelegate and SceneDelegate Methods
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Architectural Design Patterns
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Classes vs Structs
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New section
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GCD and Concurrency
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New section
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New section
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Top 10 Coding Interview Topics in Swift
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02 String and Array Interview Questions
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03 Matrix Interview Questions
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04 Linked List Interview Questions
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05 Binary Tree Interview Questions
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06 Graph Interview Questions
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07 Sorting Interview Questions
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Start01 Bubble Sort Algorithm Swift (7:52)
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Start02 Selection Sort Algorithm Swift (5:48)
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Start03 Insertion Sort Algorithm Swift (4:30)
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Start04 Quicksort Algorithm Swift (9:29)
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Start05 Merge Sort Algorithm Swift (11:30)
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Start06 Time Complexity Of Different Sorting Algorithm (2:55)
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StartSource Code
08 Dynamic Programming Interview Questions
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09 Bit Manipulation Interview Questions
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10 Combinations and Permutations Interview Questions
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11 Math Interview Questions
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Level 6: ChatGPT and Prompt Engineering Excellence 🤖🎙
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Start01 What Is Chatgpt (7:50)
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Start02 Introduction Of The Instructor (2:25)
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Start02 Intro To Prompt Engineering-Prompt Types (8:28)
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Start03 Intro To Prompt Engineering-Effective Prompts (8:41)
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Start04 Project Preview (2:04)
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Start05 Simplify Complex Information (8:38)
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Start06 Simplify Complex Information-Other Strategies (8:41)
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StartSource Files
02 Automate business tasks with ChatGPT Prompt Engineering
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Start01 Proofread-Email And Business Proposals (8:39)
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Start02 Proofread-More Use Cases (8:24)
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Start03 Re-Organize Data-Benefits And First Sample Use Case (6:22)
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Start04 Re-Organize Data-Potential Use Cases Case (10:44)
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Start05 Work With Spreadsheets-Automating Data Entry (7:46)
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Start06 Work With Spreadsheets-Formulas And Other Use Cases (7:31)
03 ChatGPT for Marketing Automation
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Start01 Project Preview (1:23)
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Start02 Create Content (4:03)
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Start03 Social Media (4:26)
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Start04 Write Ad Copy (8:17)
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Start05 Write Email Marketing Campaigns (4:55)
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Start06 Write An Outreach Message (5:08)
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Start07 Copyrighting (4:29)
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Start08 SEO (5:09)
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Start09 Video Scripts (8:49)
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Start10 Generate Text In Your Writing Style (3:25)
04 ChatGPT Prompts for Research, Copywriting and Career Prep
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Start01 Project Preview (1:51)
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Start02 Research-Chatgpt Usecase And Benefits (7:05)
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Start03 Research-More Examples And Explanation (7:49)
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Start04 Write An Article-Add Role To Chatgpt (7:17)
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Start05 Write An Article-Generate High Quality Content (8:02)
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Start06 Check Plagiarism (10:56)
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Start07 Prepare For Job Opportunities-Cv And Cover Letter (8:28)
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Start08 Prepare For Job Opportunities-Interview Questions, Connection And Task Generator (8:36)
05 Automate Coding with ChatGPT Prompts
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days
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-
Start01 Project Preview (2:33)
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Start02 Generate Code-Javascript And Python Code Snippets (9:26)
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Start03 Generate Code-Stylesheet, Html, C++ And Conversion (9:20)
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Start04 Build Algorithms-Algorithm To Pseudocode (4:03)
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Start05 Build Algorithms-Realworld Use Cases (8:11)
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Start06 Debug-Python Use Case (6:51)
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Start07 Debug-React, Api, Javascript, Html And Css (6:56)
-
Start08 Write Code Documentation (9:51)
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Start09 Use Chatgpt As A Linux Terminal (8:32)
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Start10 Use Chatgpt As A Unix Terminal (9:08)
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Start11 Use Chatgpt As A Microsoft Dos Terminal (5:28)
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Start12 Use Chatgpt To Suggest Uxui Designs (8:10)
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Start13 Use Chatgpt To Suggest Cybersecurity Solutions (10:05)
ChatGPT Prompts for Python Coders
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StartSource Code
-
Start1 Introduction & Role Of Prompts In Chatgpt Conversations (8:14)
-
Start2. Benefits Of Clear Prompts (4:23)
-
Start3. Examples Of Good And Bad Prompts (11:18)
-
Start4. The 4-Step Approach To Write The Best Prompts Part 1 (6:57)
-
Start5. The 4-Step Approach To Write The Best Prompts Part 2 (5:37)
-
Start6. Example Python Prompts (14:40)
-
Start7. Unit Testing Any Python App (20:28)
Automate Python Machine Learning with ChatGPT
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StartSource
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Start00 Project Preview - Python Machine Learning With Chatgpt (2:03)
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Start01 What Kinds Of Machine Learning Can I Do On This Data (2:16)
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Start02 Build A Linear Regression Model For Credit Card Dataset (8:35)
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Start02B Visualize Linear Regression Training With Gif (10:43)
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Start03 Logistic Regression With Confusion Matrix And Scatter Plot (14:26)
Build tree machine learning models with ChatGPT
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Build advanced models with ChatGPT and Python
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Automate Excel Data Manipulation with Python and ChatGPT
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Start02 Generate Excel Data With Missing Data In Python And Chatgpt (3:22)
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Start01 Algorithms To Handle Missing Data (5:13)
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Start03 Fill In Missing Excel Data With Python Imputation And ChatGPT (3:51)
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Start04 Delete Missing Excel Data With Python And ChatGPT (5:03)
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Start05 Fill In Missing Data With Knn Imputation (5:24)
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StartSource
Categorical data manipulation with Python and ChatGPT
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Statistics for data science with Python and ChatGPT
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04 How to measure data
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Start01 Measures Of Central Tendency In Data (5:00)
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Start02 Measures Of Variability In Data (4:09)
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Start03 What Is Skewness In Data Science (3:38)
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Start04 Generate Skewed Datasets With Chatgpt (7:44)
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Start05 What Are Covariance And Correlation Data Measurements (2:37)
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Start06 Measure Covariance And Correlation Of Dataset With Chatgpt (6:50)
Automate Data Distribution Visualization with ChatGPT and Python
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Normal Probability Distribution with Python and ChatGPT
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Binomial Probability Distribution with Python and ChatGPT
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Poisson Probability Distribution with Python and ChatGPT
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Uniform Probability Distribution with Python and ChatGPT
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Bernoulli Probability Distribution with Python and ChatGPT
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Master the API
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-
StartSource files
-
Start00-01 Openai API Models To Work With (2:53)
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Start00-02 How Openai API Works (2:09)
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Start00-03 Adjust Openai API Model Parameters (7:58)
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Start01-01 Use Openai API To Answer Questions Like ChatGPT (10:19)
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Start01-02 Correct Grammar With Openai API (3:30)
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Start01-03 Summarize And Simplify Text With Openai Api (4:03)
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Start01-04 Translate Text With Openai Api (3:04)
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Start02-01 Generate Code With Openai API (7:11)
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Start02-02 Explain Code With Openai API (5:24)
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Start02-03 Calculate Time Complexity With Openai API (3:40)
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Start02-04 Translate Programming Languages With OpenAI API (4:24)
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Start02-05 Fix Bugs In Code With Openai API (3:19)
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Start03-01 Generate SQL Queries With Openai Py (5:15)
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Start03-02 Build Structured Table Data From Long Form Text (4:29)
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Start03-03 Classify Items Into Categories With Openai API (4:50)
-
Start03-04 Generate Spreadsheets And Lists With Chatgpt Openai API (5:46)
-
Start04-01 Convert Notes To Summary With Openai API (5:40)
-
Start04-02 Add Emotional Sentiment To Text With Openai Models (9:40)
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Start04-03 Generate Questions On A Topic With GPT Turbo (9:26)
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Start04-04 Generate Text Conversation With ChatGPT API (5:19)
Master the API (cont'd)
Available in
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Start05-01 Classify Text Emotion Sentiment With ChatGPT Models (5:09)
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Start05-02 Extract Keywords From Text With ChatGPT API (4:31)
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Start05-03 Convert Product Description To Ad With ChatGPT Python (3:57)
-
Start05-04 Generate Product Names With ChatGPT In Python (4:04)
-
Start05-05 Extract Information From Text With ChatGPT API (2:57)
-
Start06-01 Build HTML Parser With Python (4:31)
-
Start06-02 Scrape Hyperlinks From Url Webpage With Python (4:09)
-
Start06-03 Filter Out Urls Not Part Of Domain (7:03)
-
Start06-04 Save Web Content To Files With Python (10:07)
-
Start07-01 Convert Text To Csv With Python (6:36)
-
Start07-02 Remove Whitespace And Lines From Text With Python (4:58)
-
Start07-03 Tokenize Text With Python For Machine Learning Models (2:50)
-
Start07-04 Split Long Lines With Python (4:11)
-
Start07-05 Split Pandas Dataframe Into Sections With Python (7:19)
-
Start07-06 Embed Text For Machine Learning With Openai Api (8:05)
-
Start08-01 Embed Question With Python (5:48)
-
Start08-02 Answer Questions About Your Data With Customized Openai Model (10:36)
-
Start09-01 Load And Read Pdf In Python (3:40)
-
Start09-02 Build Vector Index From Pdf Text In Python (4:32)
-
Start09-03 Answer Questions About Pdf With Chatgpt Model In Python (5:10)
-
Start10-01 Generate Review Data With Chatgpt Api (8:14)
-
Start10-02 Format Python Text To Multidimensional Pandas Dataframe (11:50)
-
Start10-03 Change Column Data Type In Pandas Dataframe (2:40)
-
Start10-04 Embed Text Data With Openai Api (6:25)
Chatbot NLP Developer Interview Questions
Available in
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days
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-
Start01 01 What Is Tokenization (1:18)
-
Start01 02 What Text Can Cause Tokenization Problems (3:42)
-
Start01 03 What Is Sentence Segmentation (1:40)
-
Start02 01 What Is Stemming In NLP (3:40)
-
Start02 02 What Are Issues With Stemming In NLP (1:03)
-
Start02 03 What Is Lemmatization In NLP (2:20)
-
Start03 01 What Is Text Normalization In NLP (1:28)
-
Start03 02 What Is Named Entity Recognition In NLP (3:27)
-
Start03 03 What Is Relation Recognition In NLP (2:10)
-
Start03 04 What Is A Parser In NLP (1:51)
-
Start04 01 What Is Term Frequency-Inverse Document Frequency In NLP (4:12)
-
Start04 02 What Is Tf-Idf Vectorization In Nlp (1:21)
-
Start04 03 What Are Issues With Tf-Idf In Nlp (3:46)
-
Start05 01 What Is A Bag Of Words In Nlp (3:52)
-
Start05 02 Give An Example Of Bag Of Words In Nlp (3:10)
-
Start05 03 What Are Issues With The Bag Of Words Nlp Approach- (2:54)
-
Start06 01 What Is Sequence Classification In Nlp (1:55)
-
Start06 02 What Are Hidden Markov Models In Nlp (1:55)
-
Start07 01 What Are Regular Expressions In Programming (2:00)
-
Start07 02 Regular Expression Operators In Code (9:11)
-
Start07 03 Common Regular Expression Symbols Overview (7:43)
-
StartComplete Course Source Files
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