Reading List
Software Engineering
| Title | Author | Progress | Review |
|---|---|---|---|
| Working Effectively with Legacy Code | Feathers, Michael | ||
| Large Scale C++ | Lakos, John | ||
| Design Patterns | GoF | ||
| Agile Software Development: Principles, Patterns, and Practices | Martin, Robert | ||
| Continuous Integration | Duval, Paul | link | |
| Continuous Delivery | Humble, Jez, and David Farley | ||
| Software Engineering at Google | Winters, Titus, et al. | ||
| xUnit Test Patterns | Meszaros, Gerard | ||
| Growing Object-Oriented Software, Guided by Tests | Freeman, Steve, and Nat Pryce |
Personal Development
| Title | Author | Progress | Review |
|---|---|---|---|
| Economics in One Lesson: The Shortest and Surest Way to Understand Basic Economics | Henry Hazlitt |
System Design
| Title | Author | Progress | Review |
|---|---|---|---|
| Designing Data-Intensive Application | Kleppmann, Martin | ||
| System Design Interview | Xu, Alex |
Human Centered Design
| Title | Author | Progress | Review |
|---|---|---|---|
| Design of Everyday Things | Norman, Don | ||
| Don't Make Me Think | Krug, Steve | ||
| About Face | Cooper, Alan, et al. | ||
| 100 Things Every Designer Needs to Know About People | Weinschenk, Susan | ||
| Get Into UX | Alechnavicius, Vy | ||
| Mismatch: How Inclusion Shapes Design | Holmes, Kat, and John Maeda |
Programming
| Title | Author | Progress | Review |
|---|---|---|---|
| Algorithms | Sedgewick | ||
| CLRS | Cormen, Thomas, et al. | ||
| C++ Concurrency in Action | Williams, Anthony | ||
| Effective C++ | Meyers, Scott | ||
| Concepts, Techniques, and Models of Computer Programming | Van Roy, Peter and Seif Haridi |
Machine Learning
| Title | Author | Progress | Review |
|---|---|---|---|
| An Introduction to Statistical Learning | James, Gareth, et al. | ||
| The Elements of Statistical Learning | Hastie, Trevor, et al. | ||
| Artificial Intelligence: A Modern Approach | Russel, Stuart, and Peter Norvig | ||
| PAIP | Norvig, Peter | ||
| Pattern Recognition and Machine Learning | Bishop, Christopher | ||
| Machine learning: A Probabilistic Perspective | Murphy, Kevin | ||
| Deep Learning | Goodfellow, Ian, et al. | ||
| The Nature of Statistical Learning Theory | Vladimir Vapnik | ||
| Information Theory, Inference, and Learning Algorithms | Mackay, David | ||
| Reinforcement Learning | Barto, Andrew, and Richard Sutton | ||
| Neural Networks and Deep Learning | Nielsen, Michael |
Robotics
| Title | Author | Progress | Review |
|---|---|---|---|
| Dynamics: Analysis and Design of Systems in Motion | Tongue, Benson, and Sheri Sheppard | ||
| Introduction to Robotics: Mechanics And Control | Craig, John | ||
| The Robotics Primer | Mataric, Maja | ||
| Principles of Robot Motion | Choset, Howie, et al. | ||
| A Mathematical Introduction to Robotic Manipulation | Murray, Richard, et al. | ||
| Probabilistic Robotics | Thrun, Sebastian, et al. | ||
| Planning Algorithms | LaValle, Steven |
Imperative
| Title | Author | Progress | Review |
|---|---|---|---|
| SICP | Abelson, Harold, and Gerald Jay Sussman | ||
| Purely Functional Data Structures | Okasaki, Chris | ||
| HtDP | Felleisen, Matthias, et al. |
Program Management
| Title | Author | Progress | Review |
|---|---|---|---|
| The Mythical Man-Month | Brooks Jr., Frederick | ||
| Accelerate: The Science of Lean Software and DevOps | Forsgren, Nicole, et al. |
