Introduction to Optimization with Applications in Machine Learning and Data Analytics

Discover the essential principles of optimization in "Introduction to Optimization with Applications in Machine Learning and Data Analytics" by Jeffrey Paul Wheeler. Published by Taylor & Francis Ltd in 2023, this comprehensive hardback edition spans 453 pages, making it an invaluable resource for students and professionals alike.

This book goes beyond the traditional focus of most mathematics textbooks, which often limit themselves to specific areas such as nonlinear programming, linear programming, combinatorial, or convex optimization. Instead, Wheeler introduces a wide array of methods to tackle various optimization problems, equipping readers with the tools they need to excel in the fields of machine learning and data analytics.

Whether you are a student eager to enhance your understanding or a professional seeking practical applications, this text is designed to provide a solid foundation in optimization techniques. Elevate your knowledge and skills with this essential guide!