# Self-Study Computer Science **URL:** https://forum.codeselfstudy.com/t/self-study-computer-science/23 **Category:** General Discussion **Created:** [December 16, 2017, 10:08pm UTC](https://forum.codeselfstudy.com/t/self-study-computer-science/23 "2017-12-16T22:08:56Z") **Posts on this page:** 1 **Showing post:** 3
### Author: ![Josh](https://forum.codeselfstudy.com/user_avatar/forum.codeselfstudy.com/josh/32/4_2.png) [@Josh](https://forum.codeselfstudy.com/u/Josh) #### Post date: [December 23, 2017, 11:55pm UTC](https://forum.codeselfstudy.com/t/self-study-computer-science/23/3 "2017-12-23T23:55:49Z")
Here are a few learning resources that I have on my to-do list: ## Computer Science - _[Algorithms 4th Edition](https://forum.codeselfstudy.com/t/algorithms-4th-edition-sedgewick-wayne/25)_ – basic algorithms - _[Elements of Computing Systems](https://forum.codeselfstudy.com/t/the-elements-of-computing-systems-nand2tetris/24)_ – nand2tetris - _[SICP](https://forum.codeselfstudy.com/t/structure-and-interpretation-of-computer-programs-sicp/21)_ – computer science textbook ## Statistics and Machine Learning - _[Think Stats](https://forum.codeselfstudy.com/t/think-stats-by-allen-downey/117)_ – statistics through Python - _[The Humongous Book of Statistics Problems](https://www.dk.com/us/9781101150108-the-humongous-book-of-statistics-problems/)_ – a book of practice problems that I picked up a while ago - _[Programming Collective Intelligence](https://forum.codeselfstudy.com/t/programming-collective-intelligence-by-toby-segaran/49)_ – machine learning recipes in Python - _[Coding the Matrix](https://forum.codeselfstudy.com/t/coding-the-matrix-book/110)_ – linear algebra through Python - _[Coursera Machine Learning](https://forum.codeselfstudy.com/t/courseras-machine-learning-course-andrew-ng/48)_ – Andrew Ng’s course I have a longer list, but that’s my shorter-term list for CS and machine learning topics. --- _[View the full topic](https://forum.codeselfstudy.com/t/self-study-computer-science/23)._