Essential Math for AI: Exploring Linear Algebra, Probability and Statistics, Calculus, Graph Theory, Discrete Mathematics, Numerical Methods,
Language: English
Published by Book Bound Studios, 2023
Series: Book 2 of 5 - AI Fundamentals
- Hardcover
- New
Seller: GreatBookPrices, Columbia, MD, U.S.A.GreatBookPrices
AbeBooks seller since April 6, 2009
Condition: New
US$ 25.41
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- Title
- Essential Math for AI: Exploring Linear Algebra, Probability and Statistics, Calculus, Graph Theory, Discrete Mathematics, Numerical Methods,
- Author
- Andrew Hinton, Andrew Hinton
- Publisher
- Book Bound Studios
- Publication year
- 2023
- Condition
- New
- Binding
- Hardcover
- Language
- English
- ISBN 10
- 1923045873
- ISBN 13
- 9781923045873
- Series
- Book 2 of 5: AI Fundamentals
Here's what you'll 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."
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GreatBookPrices
Columbia, MD, U.S.A.
AbeBooks seller since April 6, 2009
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