Below is a list of books (hardcopy) which I have since January 2006.

Machine Learning (University)

  1. Introduction to Linear Algebra - Gilbert Strang
  2. Pattern Recognition and Machine Learning - Christopher M. Bishop
  3. Machine Learning: A Probabilistic Perspective - Kevin P. Murphy
  4. Deep Learning - Ian Goodfellow, Yoshua Bengio and Aaron Courville
  5. Information Theory, Inference and Learning Algorithms - David J. C. MacKay
  6. The Elements of Statistical Learning - Trevor Hastie, Robert Tibshirani and Jerome Friedman
  7. Approaching (Almost) Any Machine Learning Problem - Thakur, Abhishek

Physics and Mathematics (University)

  1. Gravitational Lensing - Scott Dodelson
  2. Cosmology - Steven Weinberg
  3. General Relativity: An Introduction for Physicists - A. N. Lasenby, M. P. Hobson and G. P. Efstathiou
  4. Optics - Eugene Hecht
  5. Engineering Electromagnetics - William H. Hayt and John A. Buck
  6. Modern Engineering Physics - A. S. Vasudeva
  7. Solid State Physics - H.C. Gupta
  8. University Physics with Modern Physics - Wolfgang Bauer and Gary Westfall
  9. University Physics with Modern Physics - Hugh D. Young and Roger A. Freedman
  10. Fundamentals of Electric Circuits - Charles Alexander and Matthew Sadiku
  11. Physics for Engineers and Scientists - Hans C. Ohanian
  12. Schaum's Outline of Linear Algebra - Marc Lipson and Seymour Lipschutz
  13. Schaum's Outline of Electromagnetics - Joseph Edminister
  14. Schaum's Outline of Beginning Statistics - Larry Stephens
  15. Schaum's Outline of Advanced Calculus - Robert Wrede and Murray Spiegel


  1. Leading the Workforce of the Future: Inspiring a Mindset of Passion, Innovation and Growth - Hyacinth, Brigette Tasha
  2. The Book of Why - Judea Pearl
  3. QED - The Strange Theory of Light and Matter - Richard Feynman
  4. Thinking, Fast and Slow - Daniel Kahneman
  5. Think And Grow Rich - Napoleon Hill
  6. The Leader Who Had No Title - Robin Sharma
  7. The Greatness Guide - Robin Sharma
  8. Daily Inspiration - Robin Sharma
  9. A Brief History Of Time - Stephen Hawking
  10. Drive: The Surprising Truth About What Motivates Us - Daniel H. Pink
  11. To Sell is Human: The Surprising Truth About Persuading, Convincing, and Influencing Others- Daniel H. Pink
  12. When: The Scientific Secrets of Perfect Timing - Daniel H. Pink
  13. Homo Deus: A Brief History of Tomorrow - Yuval Noah Harari
  14. How Google Works - Eric Schmidt
  15. The Four: The Hidden DNA of Amazon, Apple, Facebook and Google - Scott Galloway
  16. Work Rules! Insights from Inside Google That Will Transform How You Live and Lead - Laszlo Bock

Physics and Mathematics (A-Level)

  1. Understanding Physics for Advanced Level - Jim Breithaupt
  2. A Level Physics - Roger Muncaster
  3. Core Maths for Advanced Level - L Bostock and F S Chandler
  4. Understanding Mechanics - A. J. Sadler and D. W. S. Thorning
  5. A Concise Course in Advanced Level Statistics - D. J. Crawshaw and Joan Sybil Chambers
  6. Further Pure Mathematics - L Bostock, F S Chandler and C P Rourke
  7. Advanced Physics - Keith Gibbs
  8. Bath Advanced Science: Physics - Robert Hutchings
  9. Advanced Physics - Steve Adams and Jonathan Allday
  10. Textbook of Quantum Mechanics - Saxena A. K.
  11. Pacific Physics A-Level Volume 1 - Poh Liong Yong
  12. Pacific Physics A-Level Volume 2 - Poh Liong Yong
  13. Advanced Engineering Mathematics - Erwin Kreyszig
  14. Advanced Level Physics - Michael Nelkon and Philip Parker
  15. Physics for the IB Diploma - K. A. Tsokos
  16. Advanced Physics - Tom Duncan
  17. Complete Physics - S. Pople