TensorFlow JS Unleashed: Beginners Machine Learning Masterclass

Do you want to build websites that use machine learning models from Google’s artificial intelligence library? Enroll in this course!

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The "Beginners Machine Learning Masterclass with TensorFlow.js" is a comprehensive course designed to introduce beginners to the fundamentals of machine learning using TensorFlow.js. This hands-on course provides a step-by-step learning experience that equips participants with the knowledge and skills to build and deploy machine learning models in JavaScript.

The course begins by familiarizing learners with the basic concepts of TensorFlow.js and its underlying principles. Participants will learn how to create and manipulate tensors, which are fundamental building blocks for machine learning computations. They will also explore techniques to visualize data, allowing them to gain insights and better understand the patterns within datasets.

Building on this foundation, the course progresses to cover various machine learning algorithms and models. Participants will learn how to build and train simple models using TensorFlow.js, starting with linear regression. They will gain hands-on experience in creating models that can make predictions and visualize the results.

The course further delves into advanced topics such as polynomial regression and k-nearest neighbors (KNN) image classification. Learners will understand how to handle more complex datasets and implement more sophisticated models. They will explore visualizing polynomial regression models with user input, enabling them to interactively experiment with different data points and observe the model's behavior.

Finally, participants will explore KNN image classification, which involves training a model to classify images based on their features. They will gain practical experience in loading and preprocessing image data, training a KNN model, and evaluating its performance.

Throughout the course, learners will have ample opportunities to practice their skills through hands-on exercises and coding assignments. They will develop a solid understanding of machine learning concepts, TensorFlow.js functionalities, and best practices for model training and evaluation.

By the end of the "Beginners Machine Learning Masterclass with TensorFlow.js," participants will have gained the confidence to build and deploy machine learning models in JavaScript. They will possess a strong foundation in TensorFlow.js, understand various machine learning algorithms, and have hands-on experience with building models for regression and image classification tasks.

This course is an excellent starting point for individuals interested in machine learning and JavaScript development. By combining the power of TensorFlow.js and JavaScript, learners will unlock the potential to create innovative and intelligent applications that can process and analyze data in real-time.

Embark on your machine learning journey with the "Beginners Machine Learning Masterclass with TensorFlow.js" and gain the knowledge and skills to make impactful contributions in the exciting field of machine learning and artificial intelligence.

Student Reviews from the Community

Captivating voice, easy to follow at a rapid pace, get some paper and fasten your seat-belts. I'm enjoying every second of this.

— Philip Murray

Great learning experience! Thanks a lot for explaining each and every concept step by step and very clearly. Indeed, I appreciate the way of teaching.

— Sumeet Varma

Your Instructor

Alexandra Kropf
Alexandra Kropf

Alexandra Kropf is Mammoth Interactive's CLO and a software developer with extensive experience in full-stack web development, app development and game development. She has helped produce courses for Mammoth Interactive since 2016, including the Coding Interview series in Java, JavaScript, C++, C#, Python and Swift.

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 12 years, Mammoth Interactive has built a global student community with 4 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

  Generate and Visualize Data
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  Visualize Polynomial Regression with User Input
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  Nearest Neighbors Image Classification with Tensorflow JS
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days after you enroll

Frequently Asked Questions

When does the course start and finish?
The course starts now and never ends! It is a completely self-paced online course - you decide when you start and when you finish.
How long do I have access to the course?
How does lifetime access sound? After enrolling, you have unlimited access to this course for as long as you like - across any and all devices you own.
What if I am unhappy with the course?
We would never want you to be unhappy! If you are unsatisfied with your purchase, contact us in the first 30 days and we will give you a full refund.

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