Professional Certificate in Fundamentals of Google AI for Web Based Machine Learning
Course Features
Duration
2 months
Delivery Method
Online
Available on
Limited Access
Accessibility
Desktop, Laptop
Language
English
Subtitles
English
Level
Beginner
Effort
4 hours per week
Teaching Type
Self Paced
Course Description
Course Overview
International Faculty
Post Course Interactions
Instructor-Moderated Discussions
Skills You Will Gain
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 TensorFlowjs 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 TensorFlowjs format to run them client side in a web browser
Course Instructors
Jason Mayes
Senior Developer Relations Engineer for TensorFlow.js