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courses [2020/09/06 02:43] – created jmflanigcourses [2023/06/15 07:36] (current) – external edit 127.0.0.1
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 ====== Courses ====== ====== 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]] 
courses.1599360225.txt.gz · Last modified: 2023/06/15 07:36 (external edit)

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