EP.2 – An Example of NLP in Daily Life00:12:07
EP.3 – Introduction of Natural Language Processing00:08:20
EP.4 – Level 1 Morphology00:21:56
EP.5 – Level 2 Syntax00:08:54
EP.6 – Level 3 Semantics00:03:05
EP.7 – Level 4 Discourse00:03:23
EP.8 – Level 5 Pragmatics00:08:19
EP.9 – Language Use in Social Network00:18:02
EP.10 – Introduction of Deep Learning for NLP using Pytorch00:05:36
EP.11 – Basic Concepts00:18:30
EP.12 – Deep Neutral Networks00:18:50
EP.13 – Implementation with PyTorch00:07:32
EP.14 – Code Header00:20:41
EP.15 – Language Models00:19:50
EP.16 – Language Models (Recap)00:05:54
EP.17 – Recurrenct Neutral Networks00:30:19
EP.18 – Deep NLP with PyTorch00:19:29
EP.19 – Sequence Prediction00:26:49
EP.20 – Conclusion00:07:10