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--- courses:smu:lectures [2024/04/15 14:57]
souregus [Lecture 8 - Natural Language Processing 2]
+++ courses:smu:lectures [2024/05/20 15:11]
zelezny [Literature]
@@ Line 14: / Line 14: @@
 RL & NLP are available online.
-You are strongly discouraged from using this course's materials from previous years as you would run into confusions.
 The RL part of the course is heavily based on the RL course of prof Emma Brunskill. The relevant lectures from prof Brunskill's course are: [[https://youtu.be/FgzM3zpZ55o|Lecture 1]],[[https://youtu.be/E3f2Camj0Is|Lecture 2]], [[https://youtu.be/dRIhrn8cc9w|Lecture 3]], [[https://youtu.be/j080VBVGkfQ|Lecture 4]], [[https://youtu.be/buptHUzDKcE|Lecture 5]], [[https://youtu.be/gOV8-bC1_KU|Lecture 6]], [[https://youtu.be/RN8qpSs8ozY|Lecture 11]].
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 ==== Lecture 9 - Natural Language Processing 3 ====
+** Matrix models: ** [[https://drive.google.com/file/d/1GuHzTu5XWBj9vqvfdkfCIL2AeFg6ao-L/view?usp=share_link | slides]]
+**Video:** [[https://drive.google.com/file/d/1EoEjaxDXBwLj_Lctiwel9fS402v0JD8K/view?usp=sharing | google-drive]]
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 ==== Lecture 10 - Natural Language Processing 4 ====
+** Neural models: ** [[https://drive.google.com/file/d/1HufWicAqTYJvJLel8mEGbEEEdSoak-Dr/view?usp=share_link | slides]]
+**Video:** [[https://drive.google.com/file/d/1HvOZf9kvidmgGtmQcAHDUnp_R9MCdWyb/view?usp=share_link | google-drive]]
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 ==== Lecture 11  - Computational Learning Theory 1 ====
-{{ :courses:smu:colt-1.pdf |COLT - lecture 1}}
+**Slides:** {{ :courses:smu:colt-1.pdf | COLT - lecture 1}}
+**Video:** [[https://www.youtube.com/watch?v=e6XCe84AYEc&list=PLQL6z4JeTTQlgt77fhOe2Jovjjz4THF_G&index=2 | COLT - lecture 1]]
+----
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 ==== Lecture 12  - Computational Learning Theory 2 ====
-{{ :courses:smu:colt-2.pdf |COLT - lecture 2}}
+**Slides:** {{ :courses:smu:colt-2.pdf |COLT - lecture 2}}
+**Video:** [[https://www.youtube.com/watch?v=1oK1zcl7lpA&list=PLQL6z4JeTTQlgt77fhOe2Jovjjz4THF_G&index=3 | COLT - lecture 2]]
+----
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 ==== Lecture 13  - Computational Learning Theory 3 ====
-{{ :courses:smu:colt-3.pdf |COLT - lecture 3}}
+**Slides:** {{ :courses:smu:colt-3.pdf |COLT - lecture 3}}
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+**Video:** [[https://www.youtube.com/watch?v=6DIJdKXoggY&list=PLQL6z4JeTTQlgt77fhOe2Jovjjz4THF_G&index=4 | COLT - lecture 3]]