Machine Learning with Python: Principles and Practical Techniques (Elements in Earth System Governance)

Bhatia, Parteek

ISBN 10: 1009170244 / ISBN 13: 9781009170246

Published by Cambridge University Press, 2026

About this Item

Seller Inventory # V9781009170246

Bibliographic Details

• Title: Machine Learning with Python: Principles and Practical Techniques (Elements in Earth System Governance)
• Publisher: Cambridge University Press
• Publication Date: 2026
• Language: English
• ISBN 10: 1009170244
• ISBN 13: 9781009170246
• Binding: Soft cover
• Condition: New

About this title

Synopsis

Machine learning has become a dominant problem-solving technique in the modern world, with applications ranging from search engines and social media to self-driving cars and artificial intelligence. This lucid textbook presents the theoretical foundations of machine learning algorithms, and then illustrates each concept with its detailed implementation in Python to allow beginners to effectively implement the principles in real-world applications. All major techniques, such as regression, classification, clustering, deep learning, and association mining, have been illustrated using step-by-step coding instructions to help inculcate a 'learning by doing' approach. The book has no prerequisites, and covers the subject from the ground up, including a detailed introductory chapter on the Python language. As such, it is going to be a valuable resource not only for students of computer science, but also for anyone looking for a foundation in the subject, as well as professionals looking for a ready reckoner.