INTRODUCTION TO NLP & Deep Learning 4
- Lecture1.1
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PART A – Natural Language Processing 1
Introduction to NLP 4
- Lecture3.1
- Lecture3.2
- Lecture3.3
- Lecture3.4
Basic Text Pre-Processing 5
- Lecture4.1
- Lecture4.2
- Lecture4.3
- Lecture4.4
- Lecture4.5
Advanced Lexical Processing 5
- Lecture5.1
- Lecture5.2
- Lecture5.3
- Lecture5.4
- Lecture5.5
Introduction to syntactic processing 6
- Lecture6.1
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- Lecture6.4
- Lecture6.5
- Lecture6.6
Parsing 5
- Lecture7.1
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Information Extraction 6
- Lecture8.1
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Semantic Processing 5
- Lecture9.1
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Advanced Semantics 8
- Lecture10.1
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PART B – DEEP LEARNING 1
Introduction to Deep Learning 5
- Lecture12.1
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- Lecture12.3
- Lecture12.4
- Lecture12.5
Artificial Neural Networks 5
- Lecture13.1
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Structure of Artificial Neural Networks 5
- Lecture14.1
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Feed Forward & Backpropagation 6
- Lecture15.1
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Tuning the Neural Networks 7
- Lecture16.1
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- Lecture16.6
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Convolutional Neural Networks 9
- Lecture17.1
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- Lecture17.9
CNN Architectures 8
- Lecture18.1
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- Lecture18.8
Recurrent Neural Networks 7
- Lecture19.1
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- Lecture19.3
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- Lecture19.5
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- Lecture19.7
RNN architectures 4
- Lecture20.1
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- Lecture20.3
- Lecture20.4
GAN & Auto Encoders 6
- Lecture21.1
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- Lecture21.3
- Lecture21.4
- Lecture21.5
- Lecture21.6
Reinforcement Learning 7
- Lecture22.1
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- Lecture22.3
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- Lecture22.5
- Lecture22.6
- Lecture22.7
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