Table of Contents
Courses
NLP Courses
Machine Learning Courses
Optimization Courses
Related Pages
Courses
NLP Courses
Computational Ethics @ CMU:
Spring 2020 (with videos)
Low Resource NLP Bootcamp @ CMU:
2020 with videos
Machine Translation and Sequence-to-Sequence Models @ CMU:
Spring 2020
Neural Networks for NLP @ CMU:
Spring 2020
Videos
Machine Learning Courses
Probabilistic Graphical Models @ CMU
Spring 2020
Lectures with videos
Optimization Courses
Convex Optimization @ CMU
2019
2018 with videos
Large-Scale Optimization for Data Science @ Princeton
Mathematical Data Science Reading Group @ Princeton
EPFL Course - Optimization for Machine Learning
Convex Optimization and Approximation @ Berkeley
Related Pages
Seminars