Software Resources

Book suggestions for computer engineers, software developelers

Textbooks

Programming

• "Structure and Interpretation of Computer Programs" (SICP),Harold Abelson, Gerald Jay Sussman, and Julie Sussman
• "Automate the Boring Stuff with Python" by Al Sweigart

General Software Development

• The Pragmatic Programmer" by Andrew Hunt and David Thomas
• "Clean Code: A Handbook of Agile Software Craftsmanship" by Robert C. Martin

AI (more specifically on Machine Learning)

Theoretical

• "Machine Learning" by Tom M. Mitchell (good for beginners)
• "Neural Networks: A Systematic Introduction" by Raul Rojas (theory)
• "Learning From Data" by Yaser S. Abu-Mostafa, Malik Magdon-Ismail, and Hsuan-Tien Lin (theory)
• Ilya sutskever's 30 papers: https://arc.net/folder/D0472A20-9C20-4D3F-B145-D2865C0A9FEE

Practical

• "Hands-On Machine Learning with Scikit-Learn, Keras, and TensorFlow" by Aurélien Géron
• "Deep Learning with Python" by François Chollet

Computer Engineering

• "Computer Networking: A Top-Down Approach" by James F. Kurose and Keith W. Ross
• "Operating System Concepts" by Abraham Silberschatz, Peter B. Galvin, and Greg Gagne

Essential Reading

• What Every Computer Scientist Should Know About Floating-Point Arithmetic
• What Every Programmer Should Know About Memory