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DL Week 10: Natural Language Processing & RNNs
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This week's virtual meetup covers discussion on Natural Language processing and Recurrent Neural Networks. Below is the course outline.
Introduction to NLP 02:38
NLP with Deep Learning 09:32
Text Preprocessing Techniques 40:28
Language Modelling 44:47
n-gram Language Models 48:10
Fixed-Window Neural Language Model 1:07:39
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Recurrent Neural Networks 1:14:45
Training an RRN Language Model 1:26:42
Generating text with RRN Language Model 1:34:45
Evaluating Language Models 1:37:35
Lecture Recap 1:39:53
Colab Session 1:47:15
Question & Answer Session 1:52:50
Introduction to NLP 02:38
NLP with Deep Learning 09:32
Text Preprocessing Techniques 40:28
Language Modelling 44:47
n-gram Language Models 48:10
Fixed-Window Neural Language Model 1:07:39
---------
Recurrent Neural Networks 1:14:45
Training an RRN Language Model 1:26:42
Generating text with RRN Language Model 1:34:45
Evaluating Language Models 1:37:35
Lecture Recap 1:39:53
Colab Session 1:47:15
Question & Answer Session 1:52:50
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