Fundamentals of Google AI for Web Based Machine Learning Professional Certificate

What you will learn:

• What AI is and isn't.
• How machine learning works and how ML, AI and deep learning all fit together.
• Applied AI and what programming AI looks like.
• Introduction and overview of the TensorFlow.js library and the advantages of using ML in JavaScript.
• Ways to consume existing machine learning models.
• How to write custom models from a blank canvas (Linear Regression, Convolutional Neural Network).
• How to use industry standard pre-made models for object detection or natural language processing.
• How to convert Python models to TensorFlow.js format to run them client side in a web browser.