Merge pull request #16 from Dhanush-Manick/cheatsheets

Feat : Added new cheatsheets
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Navaneeth Malingan 2023-05-02 19:28:09 +05:30 committed by GitHub
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- [Alexander Amini](https://www.youtube.com/user/Zan560)
- [The Coding Train](https://www.youtube.com/user/shiffman)
- [Christopher Olah](https://colah.github.io/)
## Communities to Follow
- [AI Coimbatore](https://www.meetup.com/AICoimbatore/) *Join here*🔗⬇️
@ -70,6 +69,34 @@ _Navaneeth Malingan_
- [Practical Deep Learning for Coders, v3](https://course.fast.ai/)
- [FastAI](https://www.fast.ai/)
## Courses from Top Universities
### Stanford University
- [CS221 - Artificial Intelligence: Principles and Techniques by Percy Liang and Dorsa Sadigh](https://www.youtube.com/playlist?list=PLoROMvodv4rOca_Ovz1DvdtWuz8BfSWL2)
- [CS229 - Machine Learning by Andrew Ng](https://www.youtube.com/playlist?list=PLoROMvodv4rMiGQp3WXShtMGgzqpfVfbU)
- [CS230 - Deep Learning by Andrew Ng](https://www.youtube.com/playlist?list=PLoROMvodv4rOABXSygHTsbvUz4G_YQhOb)
- [CS231n - Convolutional Neural Networks for Visual Recognition by Fei-Fei Li and Andrej Karpathy](https://www.youtube.com/playlist?list=PL3FW7Lu3i5JvHM8ljYj-zLfQRF3EO8sYv)
- [CS224n - Natural Language Processing with Deep Learning by Christopher Manning](https://www.youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ)
- [CS234 - Reinforcement Learning by Emma Brunskill](https://www.youtube.com/playlist?list=PLoROMvodv4rOSOPzutgyCTapiGlY2Nd8u)
- [ CS330 - Deep Multi-task and Meta Learning by Chelsea Finn](https://www.youtube.com/playlist?list=PLoROMvodv4rNjRoawgt72BBNwL2V7doGI)
- [CS25 - Transformers United](https://www.youtube.com/playlist?list=PLoROMvodv4rNiJRchCzutFw5ItR_Z27CM)
### Carnegie Mellon University
- [CS/LTI 11-711: Advanced NLP by Graham Neubig](https://www.youtube.com/playlist?list=PL8PYTP1V4I8D0UkqW2fEhgLrnlDW9QK7z)
- [CS/LTI 11-747: Neural Networks for NLP by Graham Neubig](https://www.youtube.com/playlist?list=PL8PYTP1V4I8AkaHEJ7lOOrlex-pcxS-XV)
- [CS/LTI 11-737: Multilingual NLP by Graham Neubig](https://www.youtube.com/playlist?list=PL8PYTP1V4I8BhCpzfdKKdd1OnTfLcyZr7)
- [CS/LTI 11-777: Multimodal Machine Learning by Louis-Philippe Morency](https://www.youtube.com/channel/UCqlHIJTGYhiwQpNuPU5e2gg/videos)
- [CS/LTI 11-785: Introduction to Deep Learning by Bhiksha Raj and Rita Singh](https://www.youtube.com/channel/UC8hYZGEkI2dDO8scT8C5UQA/playlists)
- [CS/LTI Low Resource NLP Bootcamp 2020 by Graham Neubig](https://www.youtube.com/playlist?list=PL8PYTP1V4I8A1CpCzURXAUa6H4HO7PF2c)
### Massachusetts Institute of Technology
- [6.S191 - Introduction to Deep Learning by Alexander Amini and Ava Amini](https://www.youtube.com/playlist?list=PLtBw6njQRU-rwp5__7C0oIVt26ZgjG9NI)
- [6.S094 - Deep Learning by Lex Fridman](https://www.youtube.com/playlist?list=PLrAXtmErZgOeiKm4sgNOknGvNjby9efdf)
- [6.S192 - Deep Learning for Art, Aesthetics, and Creativity by Ali Jahanian](https://www.youtube.com/playlist?list=PLCpMvp7ftsnIbNwRnQJbDNRqO6qiN3EyH)
### University College London
- [COMP M050 Reinforcement Learning by David Silver](https://www.youtube.com/watch?v=2pWv7GOvuf0)
## YouTube ML Playlists
- [Machine Learning by StatQuest with Josh Starmer](https://www.youtube.com/playlist?list=PLblh5JKOoLUICTaGLRoHQDuF_7q2GfuJF)
@ -493,8 +520,16 @@ And hence the name Evolution of Object Detection Networks._
## CheatSheets
- [Artificial Intelligence](https://stanford.edu/~shervine/teaching/cs-221/)
- [Machine Learning](https://stanford.edu/~shervine/teaching/cs-229/)
- [Deep Learning](https://stanford.edu/~shervine/teaching/cs-230/)
- [Machine Learning tips and tricks](https://stanford.edu/~shervine/teaching/cs-229/cheatsheet-machine-learning-tips-and-tricks)
- [Data Science Tools](https://www.mit.edu/~amidi/teaching/data-science-tools/)
- [Machine Learning with R](https://www.mit.edu/~amidi/teaching/modeling/study-guide/machine-learning-with-r/)
- [CHRIS ALBON Cheat Sheets and Flash Cards](https://chrisalbon.com/)
- [MLOps Tooling Landscape v2 (+84 new tools) - Dec '20](https://huyenchip.com/2020/12/30/mlops-v2.html)
- [Mathematical tools](https://stanford.edu/~shervine/teaching/cme-102/linear-algebra)
- [Ordinary Differential Equations for Engineers](https://stanford.edu/~shervine/teaching/cme-102/cheatsheet-first-ode)
## Edge ML Kits