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  1. David Barber’s Bayesian Reasoning and Machine Learning
  2. Kevin Murphy’s Machine learning: a Probabilistic Perspective
  3. Hastie, Tibshirani, and Friedman’s The Elements of Statistical Learning
  4. Bishop’s Pattern Recognition and Machine Learning
  5. Mitchell’s Machine Learning
  6. A Textbook of Machine Design by S Chand
  7. Machine Design Data Book by McGraw Hill Education
  8. Machine Design - Dieter
  9. Design of Machine Elements - V. B. Bhandari
  10. Shigley's Mechanical Engineering Design (+ solution manual for more solved examples)
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