This is a master-level course for student in “Data Science and Engineering” specialization. I’m involved as teaching assistant both for in-class and Lab practices. An unextensive list of the topics of the course is reported below:
- Text processing
- Word- and Sentence-level embeddings
- Deep learning architectures (Elmo, BERT and beyond)
- Details of NLP tasks (Machine Translation, Sentiment Analysis, Text Summarization, IR, Chatbots)
The final exam will also include a final code-based project.