Description: Essential Math for AI by Andrew Hinton Are you ready to unlock the mathematical secrets that power todays most advanced artificial intelligence systems? "Essential Math for AI" is an essential guide for anyone looking to understand the complex mathematical underpinnings of AI. Whether youre an AI enthusiast, a student, or a professional in the field, this book is tailored to enrich your knowledge and prepare you for the future of AI innovation.Heres what youll discover inside: Linear Algebra: Dive into the core of machine learning with in-depth explorations of vectors, matrices, and data transformations.Probability and Statistics: Learn how to make sense of data and uncertainty, which is crucial for developing robust AI applications.Calculus: Optimize AI models using the power of derivatives, integrals, and multivariable optimization.Graph Theory: Model complex relationships and understand the algorithms that can navigate these structures in AI.Discrete Mathematics: Tackle combinatorial problems and optimize algorithmic efficiency, a cornerstone of AI development.Numerical Methods: Solve equations and approximate functions, enhancing the computational power of AI.Optimization Techniques: From gradient descent to swarm intelligence, master the methods that enhance AI performance.Game Theory: Analyze strategic decision-making and its profound implications in AI.Information Theory: Quantify and encode data, ensuring efficiency and integrity in AI systems.Topology and Geometry: Uncover hidden structures in data, paving the way for breakthroughs in AI research."Essential Math for AI" provides a comprehensive overview of the mathematical concepts propelling AI forward and offers a glimpse into the future of how these disciplines will continue to shape the AI landscape. With chapter summaries to consolidate your learning and a clear path charted for future exploration, this book is your roadmap to becoming well-versed in the mathematics of AI.Take the next step in your AI journey. Embrace the mathematical challenges and opportunities with "Essential Math for AI." FORMAT Hardcover CONDITION Brand New Details ISBN1923045873 Author Andrew Hinton Pages 158 Publisher Book Bound Studios Series AI Fundamentals Year 2023 ISBN-13 9781923045873 Format Hardcover Publication Date 2023-11-13 Imprint Book Bound Studios Subtitle Exploring Linear Algebra, Probability and Statistics, Calculus, Graph Theory, Discrete Mathematics, Numerical Methods, Optimization Techniques, and More Audience General We've got this At The Nile, if you're looking for it, we've got it. With fast shipping, low prices, friendly service and well over a million items - you're bound to find what you want, at a price you'll love! TheNile_Item_ID:159504106;
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