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- Backend Web Application development.
- Developing and Using REST based APIs.
- Python Idioms.
- Python Data Structures
- Gathering data from the web including parsing and conversion
- A deep dive into SQL databases
- Data Conversion from/to different formats
- Data Analysis.
- Data Visualization
- Concepts, Terminology and Tools
- An introduction to Large Language Models and Applications
- Common NLP Tasks
- Popular NLP based services, frameworks and models
- Building, testing and refining NLP MicroApps
- Question Answering Systems