- 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
AI/ML/Data Science Skills
- Concepts, Terminology and Tools
- An introduction to Statistical ML through applications
- Applications of Supervised, Unsupervised and Semi-supervised Learning
- Introduction to Deep Learning through applications
- Natural Language Processing Applications
- Building AI driven Chatbots
- Building Question Answering Systems