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: GreatBookPricesUK, Woodford Green, United KingdomGreatBookPricesUK
AbeBooks seller since January 28, 2020
Condition: New
US$ 31.14
Quantity: Over 20 available
Add to basketSeller Inventory # 47053687-n
- 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."
"Synopsis" may belong to another edition of this title.
GreatBookPricesUK
Woodford Green, United Kingdom
AbeBooks seller since January 28, 2020
Shipping rates from United Kingdom to U.S.A.
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