Books on Artificial Intelligence
This provides the most comprehensive overview of books about artificial intelligence, machine learning, and deep learning.
From classic textbooks to practical guides and philosophical reflections on the future of AI.
Unsupervised Learning
Mathematical Rigor
Access: Free at web.stanford.edu
Focus on Practical Aspects
How to configure ML systems
Best practices from experience
Frequently asked questions
What is an interactive textbook on deep learning with Jupyter notebooks?
Interactive textbook on deep learning with Jupyter notebooks. Available at d2l.ai
What is Neural Networks and Deep Learning?
Neural Networks and Deep Learning
What is Michael Nielsen’s introductory textbook on the subject?
Michael Nielsen’s introductory textbook on the subject. Available freely online.
What is Probabilistic Machine Learning?
Probabilistic Machine Learning
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