Hands-On Machine Learning with TensorFlow.js

Video Description

A quick and easy way for JavaScript developers to begin their journey with machine learning

About This Video

  • Covers a broad range of topics in machine learning including the trending areas of Deep Neural Networks and Convolutional Neural Networks
  • A hands-on application-focused course that provides an intuitive understanding of many machine learning algorithms
  • Learn to build and train different machine learning models on the browser or a node js server

In Detail

Machine learning is a growing and in-demand skill, but so far JavaScript developers have not been able to take advantage of it due to the steep learning curve involved in learning a new language. TensorFlow.js is a great way to begin learning machine learning in the browser with TensorFlow.js. It allows you to operate offline to train new models and retrain existing models.

This course covers most of the major topics in machine learning and explains them with the help of Tensorflow.js implementations. The course is focused on the result-oriented nature of most JavaScript developers, and focuses on Tensorflow.js to the fullest in the least amount of time.

At the end of the course, you’ll evaluate and implement the right model to design smarter applications.

The code files are placed at: https://github.com/PacktPublishing/Hands-on-Machine-Learning-with-TensorFlow.js

Downloading the example code for this course: You can download the example code files for all Packt video courses you have purchased from your account at http://www.PacktPub.com. If you purchased this course elsewhere, you can visit http://www.PacktPub.com/support and register to have the files e-mailed directly to you.

Product Information

  • Title: Hands-On Machine Learning with TensorFlow.js
  • Author(s): Arish Ali
  • Release date: December 2018
  • Publisher(s): Packt Publishing
  • ISBN: 9781789613155