Foundations of Applied Machine Learning for Engineering Professionals

Foundations of Applied Machine Learning for Engineering Professionals is a comprehensive, reader-friendly introduction to machine learning algorithms and techniques, designed for students, engineers, and other busy technical professionals. Emphasizing practical application, the book systematically progresses from fundamental concepts to advanced topics, bridging theory with real-world implementation. Through detailed explanations, illustrative examples, and step-by-step Python code demonstrations, readers are equipped to develop and apply machine learning models effectively. This resource serves as an ideal starting point for acquiring a strong foundational understanding of machine learning in a condensed timeframe.