Courseware
Updated: Feb 20, 2018 by Pradeep Gowda.
Online class materials, lecture notes, reading lists, assignments and tests for the autodidact. A work in progress.
Algorithms
- Algorithms, Part I
- Algorithms, Part II both part I and II taught by Wayne & Sedgewick of the Algorithm book fame.
- Notes on Data Structures and Programming Techniques (CPSC 223, Spring 2015)
Programming Languages
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Classic papers in Programming languages and logic
- Fall 2009, CMU
- nearly 30 papers
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Abstraction and design in computation,
- has streaming videos.
- CS302 2007S : Readings by Dr Samuel A. Rebelsky at Grinnel college. Has questions to ask for reading recommendations.
Compilers
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Compiler class by Matt Might.
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All of the notes, slides, and code are online.
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The final project was a working Python -> C translator.
- Compilers on Coursera
- taught by Alex Aiken of Stanford.
- CMU 15-411 Compiler Design
- taught by Frank Pfenning.
- pre-req: CMU 15-213
- CMSI 488: Language Translation and Implementation
- build a compiler using a modern toolset including Node.js, Ohm, and Mocha
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Software Engineering
- Software performance (2013) – at the University of Lugano. : “This class prepares you to engineer efficient software systems, to detect performance problems and improve the performance of existing systems, and to identify possible new research problems.”
Distributed Systems
- 15-440 Distributed systems from CMU CS.
NLP
- Statistical Natural Language Processing @CS.NYU.edu