Books
Practical guides for business and technical professionals. Free to read online.
Data Science Handbook
A Complete Guide to Machine Learning, Optimization and AI — Mathematical Foundations & Practical Implementations
A comprehensive guide covering the mathematical foundations and practical implementations of machine learning, optimization, and artificial intelligence. From fundamental concepts to advanced techniques, this handbook provides both theoretical depth and real-world applications.
Key Topics
For
Data scientists, ML engineers, researchers, students, quants, math enthusiasts and anyone interested in the mathematical foundations of machine learning, optimization, and artificial intelligence.
Language AI Handbook
A Practitioner's Guide from Fundamentals to State-of-the-Art
A comprehensive guide from the fundamentals of natural language processing to cutting-edge large language models and the latest research breakthroughs. Learn about NLP, transformers, GPT, BERT, and modern language AI.
Key Topics
For
Engineers, researchers, students, AI enthusiasts, linguists, product managers, and anyone interested in understanding or building modern language AI systems, from foundational NLP to advanced large language models.
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