Book2019
The Hundred-Page Machine Learning Book
by Andriy Burkov
A concise overview of machine learning fundamentals that provides a solid foundation for beginners and practitioners alike.
Machine LearningAIFundamentals+1 more
A curated collection of books, papers, and resources that have influenced my thinking and work.
by Andriy Burkov
A concise overview of machine learning fundamentals that provides a solid foundation for beginners and practitioners alike.
by Various
An exploration of the ethical considerations surrounding artificial intelligence development and deployment.
by Ian Goodfellow, Yoshua Bengio, Aaron Courville
The definitive textbook on deep learning, covering mathematical foundations, algorithms, and applications.
by Chip Huyen
Practical guide to building ML systems that are reliable, scalable, and maintainable in production environments.
by Robert C. Martin
A classic text on writing clean, maintainable code and the principles of software craftsmanship.