Google AI for JavaScript Developers with Tensorflow.js Training

Live Online & Classroom Enterprise Training

Get productive with TensorFlow.js - Google's Machine Learning library for JavaScript. From pre-made off-the-shelf models to writing or training your own, learn how to create next-gen web apps.

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What is Google AI for JavaScript Developers with Tensorflow.js Course about?

This course aims to educate, inspire, and enable you to rapidly create your next ML-powered idea in this rapidly emerging industry while providing you with a solid foundation to understand the field and the confidence to explore the industry further.

Web applications are evolving, so sign up, join the fun, and get an edge over the competition. No background in ML is required to take the course. Basic, working knowledge of web technologies such as HTML, CSS, and JavaScript is highly recommended.

What are the objectives of Google AI for JavaScript Developers with Tensorflow.js Course ?

Common terms and what they mean
How Machine Learning works (without formal mathematical definitions)
Overview of the TensorFlow.js library
Advantages of using ML in JavaScript
Ways to consume or create Machine Learning models
How to use pre-made “off the shelf” models
What Tensors are in Machine Learning
How to use Tensors with ML models
How to write a simple custom model
Perceptrons (artificial neuron) and how they work
Linear regression to predict numbers using single neuron
Multi layered perceptrons for handling more complex data
How to use models that use Convolutional Neural Networks for images
How to convert Python models to JavaScript
Transfer learning - reusing existing trained models with your own data
Inspiring projects others are creating to seed your own future ideas

Who is Google AI for JavaScript Developers with Tensorflow.js Course for?

Anyone who have Basic knowledge of JavaScript and TensorFlow.js.

What are the prerequisites for Google AI for JavaScript Developers with Tensorflow.js Course?

None

Available Training Modes

Live Online Training

21 Hours

Self-Paced Training

21 Hours

Course Outline Expand All

Expand All

Module 1: Course Introduction, Incomplete section

Module 2: Introduction to ML and TensorFlow.js, Incomplete section

Module 3: Using Pre-made Models, Incomplete section

Module 4: Writing Custom Models, Incomplete section

Module 5: Transfer Learning, Incomplete section

Module 6: Reusing existing models from Python, Incomplete section

Module 7: To the Future and Beyond

Who is the instructor for this training?

The trainer for this Google AI for JavaScript Developers with Tensorflow.js Training has extensive experience in this domain, including years of experience training & mentoring professionals.

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