Fundamentals Of Deep Learning: Designing Next-generation Machine Intelligence Algorithms, Second Edition (Grayscale Indian Edition)

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Buy Fundamentals Of Deep Learning: Designing Next-generation Machine Intelligence Algorithms, Second Edition (Grayscale Indian Edition) Old Books Online, Authored by nithin buduma in paperback binding from Used Book Store.

This used copy of Fundamentals of Deep Learning: Designing Next-generation Machine Intelligence Algorithms, Second Edition (Grayscale Indian Edition) is written in English. We are experiencing an explosion in AI research, with deep learning driving breakthroughs in areas like self-driving vehicles, complex game-playing, and even coherent text generation. Traditionally, understanding these advancements required extensive expertise in machine learning and mathematics. This updated second edition demystifies these innovations, explaining the core concepts without relying on jargon or unnecessary complexity. Python-proficient programmers, software engineering professionals, and computer science majors can use this book to reimplement these breakthroughs and develop a sophisticated understanding of the field. Key topics covered include: The mathematics behind machine learning concepts Foundations of machine learning and neural networks Addressing challenges in designing deeper networks Building neural networks for image analysis Effective dimensionality reduction with autoencoders Sequence analysis for language processing Methods for interpreting complex machine learning models Theoretical and practical aspects of generative modeling Fundamentals of reinforcement learning

9789355420121 ISBN
Algorithms
Programming & Software Development
Computing, Internet & Digital Media