Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Jump to bottom

Adding additional resources for AI/ML, Systems, and PL #2

Open
wants to merge 2 commits into
base: main
Choose a base branch
from
Open

Adding additional resources for AI/ML, Systems, and PL #2

Changes from all commits
Commits
Show all changes
2 commits
Select commit Hold shift + click to select a range
bca091c
Added resources for ML/AI and systems
kwj2104 Apr 4, 2021
4935a2b
Added resources for ML/AI and systems
kwj2104 Apr 4, 2021
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
15 changes: 12 additions & 3 deletions README.md
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -22,23 +22,33 @@ Any resources that do not have a free version accessible (or require physical eq

* :teacher: [CS50 Web by Brian Hu and David Malan](https://cs50.harvard.edu/web/) (this is different than the vanilla CS50 mentioned above) - gives you a complete overview of the landscape of full-stack web development using HTML/CSS, Django, SQL, Javascript upto testing and CI/CD

## Machine Learning
## Artificial Intelligence / Machine Learning

- :teacher: [fast.ai Practical Deep Learning for Coders](https://www.fast.ai/)
- :teacher: :turtle: [6.034 Artificial Intelligence (MIT)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-034-artificial-intelligence-fall-2010/)
- :teacher: :turtle:[fast.ai Practical Deep Learning for Coders](https://www.fast.ai/)
- :teacher: :turtle: [Introduction to Machine Learning (Coursera)](https://www.coursera.org/learn/machine-learning)
- :book: :rabbit2: [Deep Learning (Goodfellow, Bengio)](https://www.deeplearningbook.org/)
- :teacher: :rabbit2:[CS285 Reinforcement Learning (UCBerkeley)](http://rail.eecs.berkeley.edu/deeprlcourse/)
- :teacher: :rabbit2:[Introduction to Reinforcement Learning (David Silver)](https://deepmind.com/learning-resources/-introduction-reinforcement-learning-david-silver)
Copy link
Owner

Choose a reason for hiding this comment

The reason will be displayed to describe this comment to others. Learn more.

Could you add a short description for these courses? That might help someone looking over the list figure out which of these would be more relevant or interesting to them

- :book: :rabbit2: [Reinforcement Learning: An introduction (Sutton, Barto](http://incompleteideas.net/book/the-book.html)
- :turtle: [Awesome Deep Learning](https://github.com/donnemartin/system-design-primer) - A curated list of awesome Deep Learning tutorials, projects and communities

## Networking

## Distributed Systems

- :teacher: [MIT Distributed Computer Systems Engineering (6.824)](https://ocw.mit.edu/courses/electrical-engineering-and-computer-science/6-824-distributed-computer-systems-engineering-spring-2006/) ([notes](https://timilearning.com/tags/mit-6.824/))
- :book: :heavy_dollar_sign: [Designing Data-Intensive Applications (DDIA)](https://dataintensive.net/)
- :turtle: [Systems Design Primer](https://github.com/donnemartin/system-design-primer) - Overview of systems design, primarily targeted towards interview preparation

## Data Structures & Algorithms

## Programming Languages

- :teacher: :hammer: :rabbit2: [Dan Grossman's Programming Language course](https://courses.cs.washington.edu/courses/cse341/19sp/#all) (also on [Coursera](https://www.coursera.org/learn/programming-languages))
- :book: :turtle: [Structure and Interpretation of Computer Programs](https://web.mit.edu/alexmv/6.037/sicp.pdf)
- :teacher: :hammer: :rabbit2: [Crafting Interpreters](https://craftinginterpreters.com/) - Two complete walkthroughs for writing a compiler from scratch, one in Java and another in C


## How Computers Work

Expand All @@ -54,4 +64,3 @@ Any resources that do not have a free version accessible (or require physical eq

## History of Computing
- :book: :turtle: :heavy_dollar_sign: [Where the Wizards Stay Up Late: The Origins of the Internet](https://www.simonandschuster.com/books/Where-Wizards-Stay-Up-Late/Katie-Hafner/9780684832678)