diff --git a/README.md b/README.md index 610e45e..e534250 100755 --- a/README.md +++ b/README.md @@ -580,6 +580,7 @@ Table of Contents - [Trustworthy Machine Learning - Winter Semester 2024-2025, University of Tübingen](https://scalabletrustworthyai.github.io/courses/tml_winter_2425/) - [ETH Zürich Advanced Machine Learning fall 2019, by Joachim M. Buhmann](https://video.ethz.ch/lectures/d-infk/2019/autumn/252-0535-00L.html) - [CS 159 Advanced Topics in Machine Learning, Spring 2021 - Caltech](https://1five9.github.io/) + - [CS 229br Advanced Topics in the theory of machine learning, Spring 2021 - Harvard](https://boazbk.github.io/mltheoryseminar/cs229br.html) - #### **Natural Language Processing** - [CS 224N -Natural Language Processing with Deep Learning - Stanford University](http://web.stanford.edu/class/cs224n/) ([Lectures - Winter 2019](https://youtube.com/playlist?list=PLoROMvodv4rOhcuXMZkNm7j3fVwBBY42z)) ([Lectures - Winter 2021](https://youtube.com/playlist?list=PLoROMvodv4rOSH4v6133s9LFPRHjEmbmJ)) ([Lectures - Spring 2024](https://www.youtube.com/playlist?list=PLoROMvodv4rOaMFbaqxPDoLWjDaRAdP9D)) @@ -639,6 +640,7 @@ Table of Contents - [Optimisation for Machine Learning: Theory and Implementation (Hindi) - IIT](https://www.youtube.com/playlist?list=PLyqSpQzTE6M-pmLzCoMu_ANU6atEFyyJl) - [Rochester DSCC 435 Optimization for Machine Learning fall 2023, by Jiaming Liang](https://www.youtube.com/playlist?list=PLuJY91x7h5orCtyh6mChurVQ2ZZef9qPF) - [Princeton ELE539/COS512 Optimization for Machine Learning spring 2021, by Chi Jin](https://sites.google.com/view/cjin/teaching/ece539cos512-2021-ver) + - [UT Dallas CS 7301 Advanced Topics in Optimization for Machine Learning spring 2021, by Rishabh Iyer](https://github.com/rishabhk108/AdvancedOptML) ([YouTube](https://www.youtube.com/playlist?list=PLGod0_zT9w92_evaYrf3-rE67AmgPJoUU)) - [EE364a: Convex Optimization I - Stanford University](https://www.youtube.com/playlist?list=PLoROMvodv4rMJqxxviPa4AmDClvcbHi6h) - [10-725 Convex Optimization, Spring 2015 - CMU](http://www.stat.cmu.edu/~ryantibs/convexopt-S15/) - [10-725 Convex Optimization: Fall 2016 - CMU](http://www.stat.cmu.edu/~ryantibs/convexopt/)