Machine learning in the browser using TensorFlow.js
summary
Introduces machine learning basics and problem types, then explains TensorFlow and TensorFlow.js for running ML in the browser. Shows how to load and use a pretrained TensorFlow model inside a JavaScript application and walks through building an image-classification web app using TensorFlow.js, plus examples of its commercial use.
AI-written summary · about
chapters (5)
- 0:00Start
- 4:20Applications of machine learning
- 6:02Supervised learning
- 6:46Enabling technologies for machine learning
- 7:49Languages for machine learning
related talks
10mTensorflow in Action
36mML at the Heart of JS
44mTensorFlow.js Full-Stack Machine Learning
28mMachine Learning on the web with TensorFlow.js
37mMachine Learning Principles, with JavaScript?
37mMachine Learning Principles, with JavaScript?
32mUsing Machine Learning Models in JavaScript Application
34mA Powerful Introduction to Machine Learning with Js
