| Mathematical reasoning |
Book of Proof |
|
|
| Linear algebra |
Linear Algebra Done Right, 4th ed. |
Introduction to Applied Linear Algebra: Vectors, Matrices, and Least Squares |
Linear Algebra |
| Calculus + vector calculus |
Calculus, Volumes 1-3 |
Active Calculus: Single Variable + Multivariable |
Free companion / course |
| ODEs + dynamical systems |
Ordinary Differential Equations and Dynamical Systems |
Notes on Diffy Qs: Differential Equations for Engineers |
|
| PDEs + transport |
Free companion / course |
|
|
| Probability |
Introduction to Probability |
Introduction to Probability |
|
| Statistics + causal inference |
Causal Inference: What If |
The Effect: An Introduction to Research Design and Causality |
Causal Inference: The Mixtape |
| Optimization |
Convex Optimization |
Algorithms for Optimization |
|
| Control + estimation |
Feedback Systems: An Introduction for Scientists and Engineers |
|
|
| Information + signals |
Discrete-Time Signal Processing, 3rd ed. |
Information Theory, Inference, and Learning Algorithms |
|
| Algorithms + software systems |
Operating Systems: Three Easy Pieces |
Structure and Interpretation of Computer Programs |
|
| Scientific computing |
Fundamentals of Numerical Computation |
|
|
| Mechanics + electromagnetism |
University Physics, Volumes 1-3 |
Free companion / course |
|
| Thermodynamics + statistical mechanics |
Free companion / course |
|
|
| Quantum + condensed matter |
Free companion / course |
Free companion / course |
Free companion / course |
| Chemistry + materials |
Chemistry 2e |
Free companion / course |
|
| Molecular + cell biology |
The Cell: A Molecular Approach |
Free companion / course |
|
| Genetics + evolution + systems biology |
Free companion / course |
Free companion / course |
Free companion / course |
| Neuroscience + physiology |
Neuronal Dynamics: From Single Neurons to Networks and Models of Cognition |
Free companion / course |
|
| Electronics + embedded systems |
Free companion / course |
|
|
| Mechanical design + fluids + structures |
Introduction to Aerospace Structures and Materials |
|
|
| Metrology + experiments |
NIST/SEMATECH e-Handbook of Statistical Methods |
|
|
| Manufacturing + operations |
Free companion / course |
Free companion / course |
|
| Safety + reliability + security |
Engineering a Safer World: Systems Thinking Applied to Safety |
Security Engineering |
|
| Economics + institutions |
The Economy 2.0: Microeconomics |
|
|
| History, power + human judgment |
Design Justice: Community-Led Practices to Build the Worlds We Need |
Free companion / course |
|