An introduction to language modeling, followed by an explanation of the N-Gram language model!
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Part 2! https://youtu.be/rTz6hadM1Lg
3blue1brown series on Transformers: https://youtu.be/wjZofJX0v4M
The source code for the animations can be found here:
https://github.com/vivek3141/dl-visualization
These animation in this video was made using 3blue1brown's library, manim:
https://github.com/3b1b/manim
Sources (includes the entire series): https://docs.google.com/document/d/1e9dB6Q-A6z1d33w2m0_DrMS5EdbSunY2TPvZmZf41Gc/edit
Chapters
0:00 Introduction
1:39 What is NLP?
2:45 What is a Language Model?
4:38 N-Gram Language Model
7:20 Inference
9:18 Outro
Music (In Order):
GameChops - National Park
Philanthrope, mommy - embrace https://chll.to/7e941f72
Helynt - Bo-omb Battlefield
Helynt - Undewater
Helynt - Route 10
Helynt - Twinleaf Town
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