Differences

This shows you the differences between two versions of the page.

--- courses [2020/09/06 02:43] – created jmflanig
+++ courses [2023/06/15 07:36] (current) – external edit 127.0.0.1
@@ Line 1: / Line 1: @@
 ====== Courses ======
-===== NLP ======
-Computational Ethics @ CMU: [[http://demo.clab.cs.cmu.edu/ethical_nlp2020/|Spring 2020 (with videos)]]
+===== NLP Courses =====
-===== Machine Learning =====
+  * Computational Ethics @ CMU: [[http://demo.clab.cs.cmu.edu/ethical_nlp2020/|Spring 2020 (with videos)]]
+  * Low Resource NLP Bootcamp @ CMU: [[https://github.com/neubig/lowresource-nlp-bootcamp-2020|2020 with videos]]
+  * Machine Translation and Sequence-to-Sequence Models @ CMU: [[http://www.phontron.com/class/mtandseq2seq2019/|Spring 2020]]
+  * Neural Networks for NLP @ CMU: [[http://www.phontron.com/class/nn4nlp2020/|Spring 2020]] [[https://www.youtube.com/playlist?list=PL8PYTP1V4I8CJ7nMxMC8aXv8WqKYwj-aJ|Videos]]
+===== Machine Learning Courses =====
+  * Probabilistic Graphical Models @ CMU [[https://www.cs.cmu.edu/~epxing/Class/10708-20/index.html|Spring 2020]] [[https://www.cs.cmu.edu/~epxing/Class/10708-20/lectures.html|Lectures with videos]]
+===== Optimization Courses =====
+  * Convex Optimization @ CMU [[https://www.stat.cmu.edu/~ryantibs/convexopt/|2019]] [[https://scholar.google.com/citations?user=CIZwXAcAAAAJ&hl=en|2018 with videos]]
+  * [[http://www.princeton.edu/~yc5/ele522_optimization/|Large-Scale Optimization for Data Science @ Princeton]]
+  * [[http://www.princeton.edu/~yc5/reading_group/index.html|Mathematical Data Science Reading Group @ Princeton]]
+  * [[https://github.com/epfml/OptML_course|EPFL Course - Optimization for Machine Learning]]
+  * [[https://ee227c.github.io/|Convex Optimization and Approximation @ Berkeley]]
+===== Related Pages =====
+  * [[Seminars]]