MACHINE LEARNING WITH PYTHON PROGRAMMING: A Practical Guide to Building Intelligent Applications with Python (Future Forward: The Tech Series)

D. CROWLEY, RICHARD

ISBN 13: 9798312194982

Verlag: Independently published, 2025

Beschreibung

Print on Demand.

Bestandsnummer des Verkäufers I-9798312194982

Bibliografische Details

• Titel: MACHINE LEARNING WITH PYTHON PROGRAMMING: A Practical Guide to Building Intelligent Applications with Python (Future Forward: The Tech Series)
• Verlag: Independently published
• Erscheinungsjahr: 2025
• Sprache: Englisch
• ISBN-13: 9798312194982
• Einband: Softcover
• Zustand: New

Über diesen Titel

Inhaltsangabe

This book provides a structured and accessible pathway into the world of machine learning.1 Beginning with fundamental concepts and progressing through advanced topics, it covers essential Python libraries, mathematical foundations, and practical applications. The book delves into supervised and unsupervised learning, natural language processing, computer vision, time series analysis, and recommender systems.2 It also addresses critical aspects of model deployment, ethical considerations, and future trends, including reinforcement learning, GANs, and AutoML. With practical examples, troubleshooting tips, and a glossary, this resource empowers readers to build and deploy effective machine learning models while understanding the broader implications of AI.