Machine Learning with Julia
Jeremiah D. Deng
Gebundenes Buch

Machine Learning with Julia

An Algorithmic Exploration

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Erscheint vorauss. 19. November 2025
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This textbook offers a comprehensive and accessible introduction to machine learning with the Julia programming language. It bridges mathematical theory and real-world practice, guiding readers through both foundational concepts and advanced algorithms. Covering topics from essential principles like Kullback Leibler divergence and eigen-analysis to cutting-edge techniques such as deep transfer learning and differential privacy, each chapter delivers clear explanations and detailed algorithmic treatments. Sample code accompanies every major topic, enabling hands-on learning and faster implement...