diff --git a/README.md b/README.md index 15ef38d..80f8127 100644 --- a/README.md +++ b/README.md @@ -17,7 +17,6 @@ - [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)