Beginning Machine Learning in the Browser

Cheaper in another edition — £31.99 at Springer Nature Link Shop Beginning Machine Learning in the Browser · See that edition →

Apply Artificial Intelligence techniques in the browser or on resource constrained computing devices. Machine learning (ML) can be an intimidating subject until you know the essentials and for what applications it works. This book takes advantage of the intricacies of the ML processes by using a simple, flexible and portable programming language such as JavaScript to work with more approachable, fundamental coding ideas. Using JavaScript programming features along with standard libraries, you'll first learn to design and develop interactive graphics applications. Then move further into neural systems and human pose estimation strategies. For training and deploying your ML models in the browser, TensorFlow.js libraries will be emphasized. After conquering the fundamentals, you'll dig into the wilderness of ML. Employ the ML and Processing (P5) libraries for Human Gait analysis. Building up Gait recognition with themes, you'll come to understand a variety of MLimplementation issues. For example, you’ll learn about the classification of normal and abnormal Gait patterns. With Beginning Machine Learning in the Browser, you’ll be on your way to becoming an experienced Machine Learning…

The cheapest new copy of Beginning Machine Learning in the Browser is £39.99 at Springer Nature Link Shop. Prices checked 4 Nov 2026

Other editions

More by Nagender Kumar Suryadevara

More by Nagender Kumar Suryadevara