Stanford's NLP Group has a good list of more specialized NLP coursers ( as well as CS224N, basically their CS388) - <a href="https://nlp.stanford.edu/teaching/" rel="nofollow">https://nlp.stanford.edu/teaching/</a><p>CS 124: From Languages to Information<p>CS224n: NLP with DL from Stanford<p>CS224U: Natural Language Understanding (Lecture Videos)<p>CS224S: Spoken Language Processing<p>CS276 : Information Retrieval and Web Search<p>CS324 - Large Language Models<p>LING 289: History of Computational Linguistics<p>Some others are below
<a href="https://nasmith.github.io/NLP-winter22/about/" rel="nofollow">https://nasmith.github.io/NLP-winter22/about/</a><p><a href="https://www.cs.princeton.edu/courses/archive/fall22/cos597G/" rel="nofollow">https://www.cs.princeton.edu/courses/archive/fall22/cos597G/</a><p><a href="https://self-supervised.cs.jhu.edu/fa2022/" rel="nofollow">https://self-supervised.cs.jhu.edu/fa2022/</a> (has a list of other NLP courses at the bottom)<p><a href="http://demo.clab.cs.cmu.edu/NLP/" rel="nofollow">http://demo.clab.cs.cmu.edu/NLP/</a> (has a list of other NLP courses at the bottom)<p>I found it useful to compare various school's NLP courses when doing my own learning for different view points.
For those who prefer videos, my PhD advisor puts all his class lectures online and updates his course materials to cover the latest trends in NLP.<p>Here's the playlist for the current Spring 2024 semester of the course:<p><a href="https://www.youtube.com/playlist?list=PLWnsVgP6CzafDszSy-njjdqnliv5qT0EW" rel="nofollow">https://www.youtube.com/playlist?list=PLWnsVgP6CzafDszSy-njj...</a>
They had some funny ad using scenes from the Terminator for the class but I can't find it on YouTube anymore. I took both CS224N and CS388 for credit; CS388 is more like CS224N and CS224U packed together, CS224N goes slightly deeper on the most recent topics. Greg is a cool teacher and his lectures are pretty good!