Book Image

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

By : Arish Ali
Book Image

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

By: Arish Ali

Overview of this book

<p>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. </p><p> </p><p>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. </p><p>At the end of the course, you’ll evaluate and implement the right model to design smarter applications. </p><p> </p><p>The code files are placed at: </p><p>https://github.com/PacktPublishing/Hands-on-Machine-Learning-with-TensorFlow.js</p>
Table of Contents (6 chapters)
Chapter 1
Getting Ready for Machine Learning
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Section 3
Getting Started with TensorFlow.js Using a Simple Example to Predict Weight
In this video, we will get an introduction to TensorFlow and its concepts. - Learn about TensorFlow - Understand the fundamentals of TensorFlow - Look at a sample TensorFlow Code to understand its Flow