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Software Resources

Book suggestions for computer engineers, software developelers

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

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)

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

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