Autoplay
Autocomplete
Previous Lesson
Complete and Continue
Designing and Implementing an Azure AI Solution Certification (AI-100) with Practice Exam
01 Fundamentals of AI engineering in Microsoft Azure (Theory)
01 Fundamentals Of AI Engineering In Microsoft Azure (9:21)
02 Considerations For AI Engineers (8:49)
03 How To Build Responsible AI (3:40)
04 Capabilities Of Azure Machine Learning (5:30)
05 Unique Azure AI Services (2:27)
02 Provision and manage Azure AI Services (Theory and Projects)
01.00 Project Preview - Provision Azure AI Services Resource (1:46)
01.01 Prepare Azure AI Services For Applications (2:54)
01.02 Endpoints And Keys In Azure AI (2:02)
01.03 How Applications Use Azure Through APIs (7:27)
02.00 Sign Up For Azure (1:41)
02.01 Provision an Azure AI Services Resource (5:50)
03.01 Use A Rest Interface With Azure AI Services (11:39)
03.02 Use Python SDK With Azure AI Services (4:38)
Source files
(Prerequisite) What is HTTP
01 What is HTTP (5:35)
02 HTTP Request Types (5:55)
03 Elements of HTTP Requests And Responses (4:19)
Source Code
03 Manage Azure AI Services Security
01 00 Project Preview - Manage Azure AI Services Security (1:20)
01.01 How To Secure Azure AI Services (3:14)
02.01 Manage Azure AI Authentication Keys (11:43)
02.02 Build Key Vault And Secret In Azure Portal (6:21)
02.03 Build Azure Service Principal With CLI (8:43)
Source files
02.04 Regenerate Azure Keys With CLI (3:12)
04 Monitor Azure AI Services
02 Configure An Alert In Azure Portal (3:57)
01 Monitor Azure AI Services (10:53)
03 Trigger Azure Alert With Command Line (6:28)
04 Visualize Azure Metrics And Trigger With Command Line (13:04)
Source files
05 Deploy Azure AI services in containers
01 Introduction To Azure Containers (5:20)
02 Deploy And Run A Text Analytics Container (7:39)
06 Content Moderation with Azure AI
01 Content Moderation With Azure (3:43)
02 Build And Subscribe To A Content Moderator Resource (2:59)
03 Test Text Moderation With API Testing Console (4:41)
07 Build Computer Vision with Azure AI Vision
01.01 What Is Azure AI Vision (3:32)
01 00 Project Preview - Analyze Images With Azure AI Vision (1:46)
01.02 Generate Image Caption With Azure And Python (10:41)
01.03 Analyze Images With Azure AI Vision (5:38)
01.04 Object Detection With Azure And Python (12:11)
01.05 Generate Thumbnail And Moderation With Azure And Python (6:25)
02.00 Project Preview - Classify Images With Azure AI Custom Vision (2:26)
02.01 What Is Azure AI Custom Vision (2:46)
02.02 Classify Images With Azure AI Custom Vision Portal (9:05)
02.03 Test Model With Azure AI Custom Vision Portal (2:04)
03.01 Upload Images With Azure Ai Custom Vision In Python (9:45)
03.02 Train Azure AI Custom Vision Classifier With Python (2:08)
03.03 Test Azure AI Custom Vision Classifier With Python (5:57)
Source files
08 Facial detection with Azure AI
00 Project Preview - Facial Detection With Azure AI (2:46)
01 Facial Analysis With Azure AI (4:19)
02 Detect Faces With Azure AI Vision And Python (10:15)
03 Facial Detection With Azure AI Face And Python (11:16)
Source files
09 Video Analysis with Azure AI
01.01 What Is Azure Video Indexer (3:46)
01.02 Upload A Video To Video Analyzer (2:23)
01.03 View Video Insights With Azure AI Video Indexer (2:52)
02.01 Use Video Analyzer Widgets In Web App (2:56)
03.01 Get API Credentials For Video Analyzer (3:03)
03.02A Install Powershell (1:47)
03.02B Use The Video Analyzer Rest API (4:21)
Source files
10 Text Analysis with Azure AI
01 01 What Is Azure AI Language (6:03)
01.02 Set Up Python Project For Azure AI Language API (4:03)
01.03 Analyze Text With Azure AI Language (5:47)
02.01 Question Answering With Azure AI (4:29)
02.02 Build Language Resource For Question Answering (3:18)
02.03 Build Knowledge Base In Language Studio (4:35)
02.04 Test Knowledge Base In Language Studio (6:39)
03.00 Conversational Language Understanding With Azure (9:11)
03.01 Build Conversational Language Understanding Project (7:42)
04.00 Text Classification With Azure (2:35)
04.01 Build Language Resource For Classification (2:26)
04.02 Upload Sample Text For Classification (7:42)
04.03 Build Training Dataset (5:28)
04.04 Test Classifier Model In Azure Language Studio (2:20)
05.01 Build Text Data For Named Entity Recognition (4:59)
05.02 Label Data For Named Entity Recognition (5:08)
05.03 Extract Custom Entities With Azure Language Studio (3:08)
06.01 Choose Target Language With Azure And Python (6:41)
06.02 Detect Language With Azure And Python (3:19)
source files
11 Implement knowledge mining with Azure Cognitive Search
01.01 What Is Azure Cognitive Search (9:14)
01.02 Use Azure Search Explorer (3:24)
02 01 Custom Skills For Azure AI Search (3:10)
02.02 Knowledge Stores With Azure AI Search (5:53)
02.03 Enrich A Search Index With Language Studio (7:12)
02.04 Advanced Features In Azure Cognitive Search (15:31)
02.05 Components Of Custom Analyzers (16:00)
02.06 Build Search Indexer In Azure Search Service (4:10)
03.01 Azure Machine Learning Custom Skills For Azure Search (1:53)
03.02 Search Data With Azure Data Factory (9:00)
03.03 Maintain An Azure Cognitive Search Solution (8:06)
03.04 Optimize Performance Of Azure Search Index (7:55)
03.05 Improve Azure Search Solution (4:11)
04.01 Better Results With Semantic Search In Azure Search (4:58)
04.02 Improve Results With Vector Search In Azure (6:37)
12 Azure AI Document Intelligence
01 Plan Azure AI Document Intelligence Solution (10:11)
02 Use Prebuilt AI Document Intelligence Models (9:11)
03 Build Azure AI Document Intelligence Custom Skill (4:56)
13 Build Generative AI solutions with Azure OpenAI
02 Prompt Engineering For Azure Openai (12:25)
01 Generative AI Solutions With Azure Openai (5:41)
03 Generate Code With Azure OpenAI (2:56)
04 Use Your Own Data With Azure OpenAI (4:15)
05 Work With Models Responsibly (8:21)
Test Your Knowledge
Practice Exam
02.01 Manage Azure AI Authentication Keys
Lesson content will be unlocked within 30 minutes.
Teachable is working on this bug.
No further action will be required on your part
.
Thank you for your patience