kana-sama / Roadmap

Legend:

• ⭐️ - must read

Programming

Programming basics

• [ ] ⭐️ Structure and Interpretation of Computer Programs by Harold Abelson and Gerald Jay Sussman
  • [ ] MIT/GNU Scheme
  • Russian e-book
  • Russian paper book
  • My solutions
• [ ] How to Design Programs by Matthias Felleisen, Robert Bruce Findler, Matthew Flatt, Shriram Krishnamurthi
• [ ] Программирование. Теоремы и задачи by Александр Шень
• [ ] Clean Code by Robert Martin
• [ ] The Art of Computer Programming by Donald E. Knuth
• [ ] Concrete Mathematics: A Foundation for Computer Science by Ronald Graham, Donald Knuth, and Oren Patashnik

Languages

• [ ] The C Programming Language by Brian Kernighan and Dennis Ritchie
• [ ] Learn You a Haskell for Great Good! by Miran Lipovaca
• [ ] Haskell Book by Anton Kholomiov

Hardware and computer architecture

• [ ] Computer Organization and Design: The Hardware / Software Interface by David Patterson, John Hennessy
• [ ] Distributed Systems: Principles and Paradigms
• [ ] Computer Architecture

Compilers and interpreters

• [ ] Compilers: Principles, Techniques, & Tools
• [ ] Write You a Haskell by Stephen Diehl
• [ ] Crafting Interpreters by Bob Nystorm
• [ ] Beautiful Racket by Matthew Butterick
• [ ] Write Yourself a Scheme in 48 Hours by Jonathan Tang
  • [ ] Write You A Scheme, Version 2 by Adam Wespiser
• [ ] Immix: A Mark-Region Garbage Collector with Space Efficiency, Fast Collection, and Mutator Performance by Stephen M. Blackburn and Kathryn S. McKinley

Networks

• [ ] Computer Networking: A Top-Down Approach by James Kurose and Keith Ross
• [ ] Computer Networks: Principles, Technologies and Protocols for Network Design by Natalia and Victor Olifer
• [ ] Computer Networks by Andrew Tanenbaum

Databases and data structures

• [ ] Readings in Database Systems by Joseph Hellerstein
• [ ] Purely Functional Data Structures by Chris Okasaki
• [ ] Data Structures Basics
• [ ] Data Structures

Data Analysis

• [ ] Python for Data Analysis by Wes McKinney

Algorithms

• [ ] Algorithms and Data Structures by Niklaus Wirth
• [ ] Introduction to Algorithms by Thomas Cormen, Charles Leiserson, Ronald Rivest and Clifford Stein
• [ ] The Algorithm Design Manual by Steven Skiena
• [ ] Analysis of Algorithms: An Active Learning Approach by Jeffrey McConnell
• [ ] Sorting Algorithms Animations
• [ ] Algorithmic Complexity
• [ ] Big-O Algorithm Complexity Cheat Sheet

Operating Systems

• [ ] Modern Operating Systems by Andrew Tanenbaum
• [ ] IntermezzOS
• [ ] The little book about OS development by Erik Helin and Adam Renberg
• [ ] The Linux Kernel Module Programming Guide by Peter Jay Salzman

Information [web] security and cryptography

• [ ] Web Application Exploits and Defenses
• [ ] Hacksplaining
• [x] XSS Game

Other lists

• [ ] Become a Programmer, Motherfucker
• [ ] Awesome Compilers
• [ ] Teach Yourself Programming in Ten Years
• [ ] Teach Yourself Computer Science
• [ ] Open Source Society University
• [ ] Free Programming Books
• [ ] Google Interview University
• [ ] Machine Learning for Software Engineers
• [ ] What happens when...

Mathematics

• [ ] Элементарная математика by Марк Сканави
• [ ] Краткий курс высшей математики by Исидор Натансон

Algebra

• [ ] Algebra: Chapter 0 by Paolo Aluffi
• [ ] Введение в алгебру. В 3 частях. Часть 1. Основы алгебры by Алексей Кострикин
• [ ] Введение в алгебру. В 3 частях. Часть 2. Линейная алгебра by Алексей Кострикин
• [ ] Введение в алгебру. В 3 частях. Часть 3. Основные структуры алгебры by Алексей Кострикин
• [ ] Сборник задач по алгебре by Алексей Кострикин
• [ ] Курс высшей алгебры by Александр Курош
• [ ] Курс алгебры by Эрнест Винберг

Mathematical analysis

• [ ] Краткий курс Математического анализа by Лев Кудрявцев
  • [ ] Том 1. Дифференциальное и интегральное исчисление функций одной переменной. Ряды
  • [ ] Том 2. Дифференциальное и интегральное исчисления функций многих переменных
• [ ] Курс математического анализа. Учебник. В 3 томах. Том 1 by Лев Кудрявцев
• [ ] Курс математического анализа. В 2 книгах. Том 2. Книга 1. Учебник by Лев Кудрявцев
• [ ] Курс математического анализа. Том 2. В 2 книгах. Книга 2 by Лев Кудрявцев
• [ ] Курс математического анализа. В 3 томах. Том 3. Учебник by Лев Кудрявцев
• [ ] Математический анализ. Часть 1 by Владимир Зорич
• [ ] Математический анализ. Часть 2 by Владимир Зорич
• [ ] Сборник задач и упражнений по математическому анализу. Учебное пособие by Демидович Борис Павлович
• [ ] Курс дифференциального и интегрального исчисления в 3 томах by Grigorii Fichtenholz
  • [ ] Том 1
  • [ ] Том 2
  • [ ] Том 3

Combinatorics

• [ ] Комбинаторика by Наум Виленкин, Александр Виленкин

Probability theory

• [ ] Задачи по теории вероятностей by Альберт Ширяев
• [ ] Курс теории вероятностей. Учебник
• [ ] Элементарное введение в теорию вероятностей by Борис Гнеденко, Александр Хинчин
• [ ] Сборник задач по теории вероятностей by Андрей Зубков, Борис Севастьянов, Владимир Чистяков

Discrete mathematics

• [ ] Дискретная математика для программистов / Discrete Mathematics for Compuing by Род Хаггарти
• [ ] Graph Theory

Type theory

• [ ] Homotopy Type Theory by Vladimir Voevodsky
• [ ] Types and Programming Languages by Benjamin C. Pierce
• [ ] Стабильные гомотопии и обобщенные гомологии / Stable Homotopy and Generalised Homology by Джон Фрэнк Адамс

Lambda calculus and functional programming

• [ ] A Tutorial Introduction to the Lambda Calculus
• [x] Лямбда-исчисление
• [x] So You Want to be a Functional Programmer
  • [x] Part 1
  • [x] Part 2
  • [x] Part 3
  • [x] Part 4
  • [x] Part 5
  • [x] Part 6
• [ ] Функциональное программирование 2015
  • materials (slides, practice)
  • my notes:
    • https://vk.com/home_kana?w=wall-135720595_256
    • https://vk.com/home_kana?w=wall-135720595_258
    • https://vk.com/home_kana?w=wall-135720595_260

Other resources

• [ ] Some researches about languages
• [ ] Better Explained
  • [ ] An Intuitive Introduction To Limits
  • [ ] An Interactive Guide to the Fourier Transform
  • [ ] Sorting Algorithms
• [ ] Khan Academy

  • Math

    • [ ] Limits and Continuity
    • [ ] Taking Derivatives
    • [ ] Derivative Applications
    • [ ] Integration
    • [ ] Integration Techniques
    • [ ] Integration Applications
    • [ ] Analytic Geometry
    • [ ] Vector and Spaces
    • [ ] Matrix Transformations
    • [ ] Alternate Coordinate Systems
    • [ ] Basic Theoretical Probability

  • CS

    • [ ] Journey Into Cryptography