Machine Learning with Python Programming: A Practical Guide to Building Intelligent Applications with Python

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.

• | Author: Richard D. Crowley
• | Publisher: Independently Published
• | Publication Date: Feb 25, 2025
• | Number of Pages: 00376 pages
• | Binding: Paperback or Softback
• | ISBN-10: NA
• | ISBN-13: 9798312194982