Books & courses

Books

JS

• JavaScript for impatient programmers

  • really concise, good and up to date

    • more books from this author

• The Modern JavaScript Tutorial

  • website split by topic, looks promising

• Web skills

  • all required skills with links for reading. You can checkmark learned topics

• You Don't Know JS Yet (book series)

Math

• 30 Best Math Books to Learn Advanced Mathematics for Self-Learners (English)

• Mathematics for Machine Learning (free PDF)

• Interactive Linear Algebra (beautiful book)

Courses

• Learn X in Y minutes
• Лекториум. Отдельные лекции и целые курсы. Есть платное.

  • математика, робототехника, физика, искусство

Learn as game

• Codingame Learn languages through games
• Codecombat Learn programming as a game (looks like more for kids)
• CheckIO. Python. Learn through game

Computer science

• Huge list of video courses on different topics

  • from different universities (looks serious and deep)

• курсы Андрея Райгородского

  • more for the mathematics

Backend

• Developer to architect

  • structured video lessons. Looks promising

• Udacity. Platform for cources
• 📹Java crash course by Tagir Valeev (for beginners)
• 📹Yandex: Как научиться разработке на Python
• Курс по Rust от Google
• 📹Distributed Systems lecture series (by Martin Kleppmann)

Databases

• 15-445/645 Intro to Database Systems (Fall 2019) (Youtube list, recommended by Yandex)

Devops

• Bregman Arie. Structured info with some road map
• Awesome terraform
• Как начать проект на Go в 2023
• Site Reliability Engineer (SRE) Interview Preparation Guide

  • структурированный список знаний / ссылок на темы Linux, k8s, monitoring

Network

• K8s networking complete guide

Security

• Network security
• Web security Labs. A lot of labs of diff topics.
• OWASP Juice shop (training of cracking)
• Capture the flag (CTF).

  • exercise in which "flags" are hidden in purposefully-vulnerable programs or websites

ML

• Google ML crash course

  • Did not try, just a bookmark

• Yandex: учебник по машинному обучению

  • интерактивный учебник с заданиями

• JetBrains academy (Linear algebra and ML courses)
• Школа анализа данных от Яндекса
• Machine Learning Specialization by Andrew Ng (41 video)
• Вкатываемся в ML бесплатно по шагам

Algorithms

• Необычные алгоритмы для обычных людей

  • series of youtube videos

• Интерактивный учебник с примерами от Yandex (это перевод с дополнениями интерактивного учебника Ace Your Next Coding Interview by Learning Algorithms through Programming and Puzzle Solving (Alexander S. Kulikov, Pavel Pevzner), но исходник платный)
• Спортивное программирование
• Разбор алгоритмов с областью применения (математика, геометрия)
• Algorithms for Competitive Programming
• Book: Antti Laaksonen "Competitive Programmer's handbook"
• Яндекс Образование: Основы алгоритмов Handbook
• codeforces курсы

Startups

• Coursera: Developing the opportunity

  • In scope of Entrepreneurship specialisation
• Basically Coursera => search by startup
• Awesome engineering managing

Mobile

• Android Kotlin fundamentals

  • good examples from developer.android

Frontend

• CheckIO. JS. Learn through game
• Beginner guide for React

Data engineering

• learning path with links to books/courses

Electronics

• Microsoft IoT for beginners course

  • Quite detailed course with theory

• Coursera: Строим роботов и другие устройства на Arduino. От светофора до 3D-принтера
• Great small cource of beginners electronics 1 2 3 4 5