Hands-On Machine Learning with TensorFlow.js [Video]

Hands-On Machine Learning with TensorFlow.js [Video]

Arish Ali

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

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

Style and Approach

This is an application-focused course offering practical and actionable guidance with step-by-step instructions. This course will enable you to develop your own machine learning models and methods to use them efficiently in the browser or a node js server.

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What You Will Learn

  • Solve real-world problems such as predicting mental health issues
  • Use clustering algorithms to understand customer behavior and categorize customers
  • Train your machine learning models and work with different kinds of data
  • Work with powerful algorithms using the pre-written libraries in Python
  • Recognize images using a webcam
  • Get insights into how neural networks work
  • Boost your model performance

Authors

Video Details

ISBN 139781789613155
Course Length2 hours 8 minutes
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