Hands-On Machine Learning with TensorFlow.js
Hands-On Machine Learning with TensorFlow.js is a comprehensive guide that will help you easily get started with machine learning algorithms and techniques using TensorFlow.js. By the end of this book, you will be able to create and optimize your own web-based machine learning applications using practical examples.
Offered by
Difficulty Level
Intermediate
Completion Time
9h52m
Language
English
About Book
Who Is This Book For?
This book is for web developers who want to learn how to integrate machine learning techniques with web-based applications from scratch. This book will also appeal to data scientists, machine learning practitioners, and deep learning enthusiasts who are looking to perform accelerated, browser-based machine learning on Web using TensorFlow.js. Working knowledge of JavaScript programming language is all you need to get started.
Hands-On Machine Learning with TensorFlow.js
- About Book
- Who Is This Book For?
- Book Content
Book content
chapters • 9h52m total length
Machine Learning for the Web
Importing Pre-trained Models into TensorFlow.js
TensorFlow.js Ecosystem
Polynomial Regression
Classification with Logistic Regression
Unsupervised Learning
Sequential Data Analysis
Dimensionality Reduction
Solving Markov decision problems
Deploying Machine Learning Applications
Tuning applications to achieve high performance
Future Works around TensorFlow.js
Related Resources
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