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Essential Math for AI: Next-Level Mathematics for Efficient and Successful AI Systems
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Essential Math for AI: Next-Level Mathematics for Efficient and Successful AI Systems 1st Edition
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Product Details
- Ideal for individuals looking to advance their mathematical knowledge for AI, machine learning, and data science
- Suitable for undergraduates, early graduate students, and professionals interested in integrating AI and data analytics into their operations
- Not intended for those seeking a book focused on exercises or for individuals interested in mastering specific mathematical techniques, writing theorems, or learning coding
- Readers are expected to have some exposure to calculus, linear algebra, vector and matrix operations, functions, derivatives, probabilistic and statistical thinking
- The book is self-contained and provides in-text pointers to relevant technical resources for further study
- Focuses on concepts, intuition, and general understanding, rather than on technical implementation and development
| Publisher | O'Reilly Media |
| Publication date | February 14, 2023 |
| Edition | 1st |
| Language | English |
| Print length | 602 pages |
| ISBN-10 | 1098107632 |
| ISBN-13 | 978-1098107635 |
| Item Weight | 2.31 pounds (1.05 kg) |
| Dimensions | 6.75 x 1.25 x 9 inches (17.1 x 3.2 x 22.9 cm) |
Who Should Buy?
-
AI Practitioners
Designed for data scientists and engineers focusing on AI applications requiring advanced mathematical concepts for successful implementations.
-
Students in AI
Ideal for learners pursuing artificial intelligence studies, especially those needing to strengthen their mathematical foundations.
-
Software Developers
Beneficial for developers involved in AI projects who want to deepen their understanding of mathematical frameworks driving algorithms.
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Mathematics Beginners
Not suitable for individuals with little to no prior knowledge of mathematics, as it covers complex concepts.
Product Description
Essential Math for AI: Next-Level Mathematics for Efficient and Successful AI Systems
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Features & Benefits
- Comprehensive guide to understand the underlying math principles of AI
- Focuses on real-world applications and state-of-the-art models
- Helps build a solid foundation for success in AI and math fields
- Intended for engineers, data scientists, mathematicians, scientists, and people early in their careers
- Explore various implications and limitations of AI
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