It is almost time! We are aiming to launch a brand new course that will take you from zero to hero in the world of Web ML using TensorFlow.js over on edX on the 3rd March 2022.
If you are curious to learn more about how you can get more eyes on your cutting edge research, or deliver super powers in your web apps in future work for your clients or the company you work for, then this is a great starting point.
No prior knowledge in machine learning is required to take the course, but is aimed at folk from a traditional Web Development background - just need to know JavaScript, HTML, CSS which are the only pre-requisites.
You can enroll now for free (if you don’t need a certification at the end) to get notified when it starts:
https://www.edx.org/course/google-ai-for-javascript-developers-with-tensorflowjs
Course overview:
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.
What you’ll learn:
- 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
See you there! If you have any questions feel free to reply here or drop me a DM 