Machine Learning and Deep Learning

  • The Elements of Statistical Learning (Hastie, Trevor, Tibshirani, Robert, Friedman, Jerome)
  • Introduction to information retrieval (Christopher D. Manning, Hinrich Sch├╝tze, and Prabhakar Raghavan)
  • Pattern Recognition and Machine Learning (Christopher Bishop)
  • The Algorithm Design Manual (Steven Skiena)
  • Text Analytics with Python (Dipanjan Sarkar)
  • Grokking Algorithms (Aditya Y)
  • Mastering Python Regular Expressions (Victor Romero)

Code Testing

  • Python Testing with pytest (Brian Okken)
  • Clean Code: A Handbook of Agile Software Craftsmanship (Robert C Martin)

Productivity

  • Getting Things Done: The Art of Stress-free Productivity (David Allen)
  • The Compound Effect (Darren Hardy)
  • First Things First (R. Stephen Covey)
  • Eat that Frog (Brian Tracy)
  • Deep Work: Rules for Focused Success in a Distracted World (Cal Newport)
  • Vision to Reality: How Short Term Massive Action Equals Long Term Maximum Results (Honoree Corder)
  • 23 Anti-Procrastination Habits: How to Stop Being Lazy and Get Results in Your Life (S. J. Scott)
  • The Miracle Morning: The Not-So-Obvious Secret Guaranteed to Transform Your Life Before 8AM (Hal Elrod)

Sufism

  • Sufi Path of Love: The Spiritual Teachings of Rumi (William C. Chittick)

Biography

  • Steve Jobs (Walter Isaacson)

Self Help

  • Start With Why (Simon Sinek)
  • Outliers (Malcolm Gladwell)
  • The One Thing (Gary Keller)