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Textbooks by learning target

  1. Mathematical reasoning: How to Prove It: A Structured Approach
  2. Linear algebra: Introduction to Linear Algebra
  3. Calculus + vector calculus: Calculus, Volumes I-II
  4. ODEs + dynamical systems: Nonlinear Dynamics and Chaos
  5. PDEs + transport: Partial Differential Equations: An Introduction
  6. Probability: Introduction to Probability
  7. Statistics + causal inference: Causal Inference: What If
  8. Optimization: Convex Optimization
  9. Control + estimation: Feedback Systems: An Introduction for Scientists and Engineers
  10. Information + signals: Elements of Information Theory
  11. Algorithms + software systems: Introduction to Algorithms
  12. Scientific computing: Numerical Linear Algebra
  13. Mechanics + electromagnetism: Classical Mechanics
  14. Thermodynamics + statistical mechanics: An Introduction to Thermal Physics
  15. Quantum + condensed matter: Introduction to Quantum Mechanics
  16. Chemistry + materials: Materials Science and Engineering: An Introduction
  17. Molecular + cell biology: Molecular Biology of the Cell
  18. Genetics + evolution + systems biology: Genetics: A Conceptual Approach
  19. Neuroscience + physiology: Neuroscience
  20. Electronics + embedded systems: The Art of Electronics
  21. Mechanical design + fluids + structures: Shigley's Mechanical Engineering Design
  22. Metrology + experiments: NIST/SEMATECH e-Handbook of Statistical Methods
  23. Manufacturing + operations: Factory Physics
  24. Safety + reliability + security: An Introduction to System Safety Engineering
  25. Economics + institutions: Intermediate Microeconomics: A Modern Approach
  26. History, power + human judgment: The Blackwell Encyclopaedia of Political Thought