NLP Course (ICTS6361) - 2020
https://mksaad.wordpress.com/2020/09/24/natural-language-processing-nlp-course-2020/
- Introduction to NLP & Python for NLP
- Word Vectors and Word Embeddings
- Neural Nets and Neural Language Models
- Sequence Processing with Recurrent Networks
- Text Classification and Sentiment Analysis
- Encoder-Decoder Models, Attention, and Contextual Embeddings
- Machine Translation, Seq2Seq and Attention
- Question Answering systems (QA)
- ConvNets for NLP
- Contextual Word Representations: BERT
- Natural Language Generation
- Chatbots
- Image captioning with visual attention