Computer Science

Notes
Turing machines are not the only theoretical model that can be used to define computation.
Links
​The Church-Turing Thesis: Story and Recent Progress​
​Self-Learning, Modern Computer Science Curriculum​
​Learn CS in 5 months​
​Making a computer Turing complete​
​What Is Abstraction in Computer Science​
​Open Source Computer Science Degree​
​Most influential books for programmers​
​Ask HN: What book to read to get a footing in CS theory? (2019)​
​Path to a free self-taught education in Computer Science (HN)
​Teach Yourself Computer Science (HN) (HN) (HN)
​Programming and Computer Science Courses​
​Structure and Interpretation of Computer Programs (HN) (Video Lectures)
​Ask HN: What are the most fundamental books on computer science? (2019)​
​Code by Charles Petzold (1999)​
​CS/ML notes​
​Computer Science Roadmap (AI Track)​
​Computer Science for The Busy Developer - High speed overview of fundamental areas and concepts of computer science.
​CSRankings: Computer Science Rankings (Reason to reject the ranking) (Code)
​Computer Science Resources​
​Our Thoughts on P=NP (2020)​
​List of Cornell Computer Science Course Offerings​
​A Short Note on The Y Combinator (2018)​
​BaseCS - Exploring the basics of computer science, every Monday, for a year.
​Falsehoods CS Students (Still) Believe Upon Graduating (2019)​
​Simple, quick cheat sheets on CS concepts​
​Missing Semester of Your CS Education (Code) (Lobsters) (HN) (In Russian) (Videos Code) (HN)
​How These Things Work - A book about CS from first principles (2016) (HN)
​Philosophy of Computer Science​
​Computer Science from the Bottom Up (Code) (HN)
​Foundational knowledge for programmers​
​Computer Science Ontology (CSO) - Large-scale ontology of research areas that was automatically generated using the Klink-2 algorithm.
​Surprisingly Turing-Complete (2012) (HN)
​Harnessing vision for computation (2008)​
​The Morning Paper - Short summary every weekday of an important, influential, topical or otherwise interesting paper in the field of computer science.
​List of recommended CS readings​
​Daniel Bernstein's research​
​Computing for Computer Scientists (2017) (Code)
​NP-complete Problems and Physical Reality​
​CS Unplugged – Computer Science without a computer (HN)
​Computer Science Readings​
​A Guide to Big O notation (2020)​
​Big O Notation - explained easily (2021) (HN)
​Lobsters: Recommended readings for a recent CS graduate (2020)​
​Applying to Ph.D. Programs in Computer Science (2014) (HN)
​Curated Self Study Guide for Computer Science and DevOps/SRE/SysAdmin​
​How to Run Algorithmic Information Theory on a Computer (1995) (HN)
​Nature Computational Science - Online-only journal focused on the development and use of computational techniques and mathematical models to address complex problems across a range of disciplines.
​What was so fundamental about the Turing machine? Which reference should I read to learn about it? (2020)​
​Ask HN: I'm an incoming freshman to college for a CS major, what should I know? (2020)​
​Richard Feynman Computer Heuristics Lecture (1985)​
​CS50's Introduction to Computer Science​
​Code: The Hidden Language of Computer Hardware and Software (1999)​
​Is This a Turing Machine? (HN)
​Professor solves 240 computer science exam problems in 4 hours (2020) (HN)
​Entropy: An Introduction (HN)
​Corecursion and coinduction: what they are and how they relate to recursion and induction (Lobsters)
​Turing-Completeness Totally Free (Paper)
​Essential Coding Theory (2019) (HN)
​Codexpanse - Programming and CS courses for humans.
​Cambridge Department of Computer Science​
​Abstracting Abstract Machines (2010) (HN)
​Free Online Programming & Computer Science Courses (2020)​
​CS Notes - University CS notes. (Code)
​Differential Synchronization - Describes the Differential Synchronization (DS) method for keeping documents synchronized.
​Foundations of Computer Science notebook​
​Richard Feynman and Computation (1999)​
​Computer Science Awards, Scholarships, & Fellowships​
​HazyResearch - CS research group led by Prof. Chris Re.
​Computer Science Textbooks​
​Fun with Combinators (2020) (HN)
​Awesome CS Courses​
​Princeton University CS (GitHub)
​E. Dijkstra – The Man Who Carried Computer Science on His Shoulders (2020) (HN)
​The FUNARG Problem Explained (1968)​
​Weekly CS Paper - Get a computer science paper every Friday.
​Foundations of Computer Science (1992)​
​Program and Data Representation course (Code)
​Foundations of Computer Science annual conference (2020)​
​Exploring How Computers Work (2020) (Reddit)
​Destroy All Software - Computation explained with screencasts.
​Map of Computer Science (2017)​
​Ask HN: What are the best advanced computer science courses online? (2020)​
​Lobsters: Advice on advanced degrees in computer science? (2020)​
​Combinators and the Story of Computation (2020)​
​NandGame - Build a computer from scratch.
​Theory of Computation in 4 Videos (HN)
​Easy Theory - YouTube lectures on computer science theory.
​CS 61A: Structure and Interpretation of Computer Programs (2020)​
​Dijkstra: On the cruelty of teaching computing science (HN)
​Curated list of articles, resources and links on programming, math and computer science (2020)​
​Statecharts: A Visual Formalism for Complex Systems (1987)​
​Counting Complexity (Lobsters)
​Computability Theory and Complexity Theory Cheat Sheets​
​Colin S. Gordon CS reading list​
​Best Paper Awards in Computer Science over the past 25 years​
​Stanford Computer Science​
​Computer Science Open Rankings​
​Introduction to Computing: Explorations in Language, Logic, and Machines​
​Computer Science Curriculum in 1000 YouTube Videos (HN)
​MIT Computer System Engineering (2018) (HN)
​Abstract Machines: Interpreters for Computer Scientists (2020) (Code)
​Crafting Semantics (2021) - Series about creating semantics for a programming language.
​Syllabus for Classics of Computer Science (HN)
​Princeton Network Systems (SNS) group (GitHub)
​Computer Science courses with video lectures​
​Indiana University Computer Science Program Technical Report Index​
​Virginia Tech Computer Science Technical Reports​
​UTCS Tech Reports​
​Ask HN: Is a Master's in CS worth it? (2021)​
​Most under-valued ideas in computer science (2021)​
​Whether, Why, and How to Get a Ph.D. in Computer Science​
​A.M. Turing Award​
​Why not faster computation via evolution and diffracted light (2021)​
​Foundations of Information (Code)
​Lobsters: What are the best computer science papers? (2021)​
​Software and Computational Systems Lab (GitHub)
​Kolmogorov Complexity: Extensions and Applications (2021) (HN)
​Automata Modulo Theories (2021)​
​Coding Coach - YouTube​
​VScape: Assessing and Escaping Virtual Call Protections (2021)​
​Hints for Computer System Design (2016)​
​Alphabetical Listing of ACM SIGs​
​Stanford CS Curriculum (HN)
​Modern Computing is NOT Good at Executing Programs (2021)​
​Offbeat Computation Club - Mathematics and computation book club. (GitHub)
​College Compendium - Collection of 650+ university CS courses for the curious.
​Information Theory: A Tutorial Introduction (2018) (HN)
​Is this true? (2021)​
​Resources for Learning Computational Complexity Theory (2021)​
​An Experimental Study of Sorting and Branch Prediction (2008)​
​Faster sorted array unions by reducing branches (2021)​
​Binary representation of the floating-point numbers (2021)​
​Basic Concepts in Information Theory and Coding (1994)​
​Donald E. Knuth Lectures​
​What’s a direction you were certain personal computing was going, but then it just veered off into all this instead?​
​compudanzas - Research project exploring alternative modes of computation.
​A Data-Centric Introduction to Computing​
​Turing Oversold (2021) (HN)
​Understanding Shannon's Entropy metric for Information (HN)
​MIT Theory of Computation (2020) (Videos) (HN)
​Computer Science Club - Открытые лекции и курсы. (Twitter)
​Solving NP-hard puzzles with the oldest trick in the book (2021) (HN) (Reddit)
​Timed Sets, Functional Complexity, and Computability (2012)​
​Turing Complete - Game about computer science. (HN)
​MIT CSAIL - MIT’s Computer Science and Artificial Intelligence Laboratory.
​What CS Books Should Everyone Read? (Lobsters)
​Strange Loop 2021 - YouTube​
​MPhil in Advanced Computer Science | Cambridge Uni​
​Domain Theory (1994)​
​ETH Zurich Computer Science Cheat Sheets​
​When Did Computer Science Theory Get So Hard? (2021) (HN)
​Why Philosophers Should Care About Computational Complexity (2011) (HN)
​Theoretical Computer Science Cheat Sheet (HN)
​CS1000 - Reference site for a beginner, to gain insight into various subjects present around CS and Software engineering. (Code)
​Getting a Computer Science PhD in the USA​
​Good book on the fundamentals of CS (2021)​
​Ask HN: Books Similar to Code by Charlse Petzold? (2021)​
​Fifty Years of P vs. NP and the Possibility of the Impossible (2021)​
​The Most Powerful Computers You've Never Heard Of (2021) (HN)
​The Year in Math and Computer Science (2021) (Video)
​A Data-Centric Introduction to Computing Book (2021)​
​Computer Science and Programming curricula​
​A Data-Centric Introduction to Computing (2021)​
​Introduction to Theoretical Computer Science (Notes)

Linear Programming

Data Structures

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