A carefully selected collection of learning resources for those who are interested in computer science and mathematics.
| Subject | Video | Book | Level |
|---|---|---|---|
| Introductory | Coursera: Computer Science - An Interdisciplinary Approach | Computer Science: An Interdisciplinary Approach (Robert Sedgewick, & Kevin Wayne) | Undergraduate |
| Computer Systems | CMU 15-213: Introduction to Computer Systems | Computer Systems: A Programmer's Perspective (Randal Bryant, & David O'Hallaron) | Undergraduate |
| General | MIT 6001: Structure and Interpretation of Computer Programs | Structure and Interpretation of Computer Programs (Hal Abelson, Gerald Jay Sussman, & Julie Sussman) | Undergraduate |
| Algorithms | MIT 6006: Introduction to Algorithms | Introduction to Algorithms (Thomas Cormen, Charles Leiserson, Ronald Rivest, & Clifford Stein) | Undergraduate |
| Programming Paradigms | Stanford CS107: Programming Paradigms | Essential C++ (Stanley Lippman), STL Tutorial and Reference Guide: C++ Programming with the Standard Template Library (David Musser, Gillmer Derge, & Atul Saini), The Scheme Programming Language (Kent Dybvig) | Undergraduate |
| Programming Langugages | Stony Brook CSE307: Principles of Programming Languages | Programming Language Pragmatics (Michael Scott) | Undergraduate |
| Theory of Computation | MIT 18404J: Theory of Computation | Introduction to the Theory of Computation (Michael Sipser) | Undergraduate |
| Information Theory | Information Theory, Pattern Recognition and Neural Networks (David Mасkау) | Information Theory, Inference, and Learning Algorithms (David Mackay) | Undergraduate |
| Compilers | Coursera: Compilers | Compilers: Principles, Techniques, and Tools (Alfred Aho, Monica Lam, Ravi Sethi, & Jeffrey Ullman) | Undergraduate |
| Networking | Stanford CS144: Introduction to Computer Networking | Computer Networks: A Systems Approach (Bruce Davie, & Larry Peterson) | Undergraduate |
| Operating Systems | Caltech CS124: Operating Systems | Operating Systems: Three Easy Pieces (Andrea Arpaci-Dusseau, & Remzi Arpaci-Dusseau) | Undergraduate |
| Databases | CMU 15-445: Introduction to Database Systems | Database System Concepts (Henry Korth, Abraham Silerschatz, & S. Sudarshan) | Undergraduate |
| Cryptography | Introduction to Cryptography (Christof Paar) | Understanding Cryptography (Christof Paar) | Undergraduate |
| Artificial Intelligence | UCB CS188: Introduction to Artificial Intelligence | Artificial Intelligence: A Modern Approach (Peter Norvig) | Undergraduate |
| Subject | Video | Book | Level |
|---|---|---|---|
| Algebra | UMKC Math110: College Algebra | College Algebra (Michael Sullivan) | Undergraduate |
| Discrete Mathematics | ArsDigita: Discrete Mathematics | Discrete Mathematics and Its Applications (Kenneth Rosen) | Undergraduate |
| Linear Algebra | Linear Algebra (Jim Hefferon) | Linear Algebra (Jim Hefferon) | Undergraduate |
| Calculus | MIT 1801: Single Variable Calculus | Calculus with Analytic Geometry (George Simmons) | Undergraduate |
| Probability | Harvard Stat110: Probability | Introduction to Probability (Joseph Blitzstein, & Jessica Hwang) | Undergraduate |
| Combinatorics | Gatech Math3012: Applied Combinatorics | Applied Combinatorics (Michael Keller, & William Trotter) | Undergraduate |
| Number Theory | Williams Math313: Introduction to Number Theory | An Experimental Introduction to Number Theory (Benjamin Hutz) | Undergraduate |
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