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CS Courses
A curated list of courses and resources on various topics in computer science and related fields.
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132 links in 36 sections, with live GitHub stats.activeno commit in 2y
Algorithms
- Algorithms (2010)
Taught by Manuel Blum who has a Turing Award due to his contributions to algorithms. 🆓
Artificial Intelligence
Business
Chemistry
Compilers
Computer Science
Computer vision
Cryptocurrency
Cryptography
CSS
CSS Grid by Wes BosDecentralized systems
Deep Learning
Oxford CS Deep NLP (2017)Discrete math
Functional programming
Course in functional programming by KTH
Functional Programming CourseGame development
Haskell
Haskell ITMO (2017)Investing
iOS
Machine learning
- Advanced Machine Learning with TensorFlow on Google Cloud Platform Specialization
Get hands-on experience optimizing, deploying, and scaling production ML models. 💰
- Introduction to Deep Learning (2018)
Introductory course on deep learning algorithms and their applications. 🆓
- Introduction to Machine Learning for Coders
The course covers the most important practical foundations for modern machine learning. 🆓
- Machine Learning Crash Course (2018)
Google's fast-paced, practical introduction to machine learning. 🆓
- Machine Learning with TensorFlow on Google Cloud Platform Specialization
Learn ML with Google Cloud. Real-world experimentation with end-to-end ML. 💰
- mlcourse.ai
Open Machine Learning course by OpenDataScience. 🆓
- Practical Deep Learning For Coders (2018)
Learn how to build state of the art models without needing graduate-level math. 🆓
MIT Deep Learning (2019)
Machine learning in Python with scikit-learn
NotesMath
Networking
Neuroscience
Natural Language Processing
YSDA Natural Language Processing course (2018)Operating systems
How to make a computer operating system (2015)Programming
- Composing Programs
Free online introduction to programming and computer science
React
- React Holiday (2017)
React through examples. 🆓
Advanced React Patterns (2017)ReasonML
Rust
Scala
Security
Hacker101 (2018)
Free class for web security. 🆓
Statistics
Swift
Type theory
Vim
Web Development
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