hienduyph / Oxford Deepnlp 2017
🚀 🎉 ✨ Oxford Deep NLP 2017 Course Materials and Practicals, Solutions
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Oxford DeepNLP 2017
This repo contains all lectures slides, videos and my solutions for practices (using TensorFlow)
Course Materials
- Lecture 1a: Introductions
- Lecture 1b: Deep Neural Networks are our friends.
- Lecture 2a: Word Level Semantics.
- Lecture 2b: Overview of the Practicals.
- Lecture 3: Language Modelling and RNNs Part 1.
- Lecture 4: Language Modelling and RNNs Part 2.
- Lecture 5: Text Classification.
- Lecture 6: Deep NLP on Nvidia GPUs.
- Lecture 7: Conditional Language Models
- Slide
- Watch Video
- Download Video
- Lecture 8: Generating Language with Attention
- Lecture 9: Speech Recognition (ASR)
- Slide
- Watch Video
- Download Video
- Lecture 10: Text to Speech
- Slide
- Watch Video
- Download Video
- Lecture 11: Question Answering
- Slide
- Watch Video
- Download Video
- Lecture 12: Memory
- Slide
- Watch Video
- Download Video
- Lecture 13: Linguistic Knowledge in Neural Networks
More Resource recommended from Official oxford-cs-deepnlp-2017
Practicals
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