Machine Learning With Python: Principles and Practical Techniques - Brossura

Bhatia, Parteek

Brossura

ISBN 10: 1009170244 ISBN 13: 9781009170246

Casa editrice: Cambridge Univ Pr, 2025

Riassunto

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.

Dettagli dell?edizione

• Editore: Cambridge Univ Pr
• Data di pubblicazione: 2025
• Lingua: Inglese
• ISBN 10: 1009170244
• ISBN 13: 9781009170246
• Rilegatura: Copertina flessibile
• Numero di pagine: 850
• Contatto del produttore: non disponibile
• Persona responsabile: Avery; https://www.avery.fr/; ; chemin des peupliers 27; Dardilly; Francia