A summer workshop aiming to lead youth into the world of Machine Learning and Artificial Intellgence. The workshop is initiated and organized by Prof. Jinbo Bi at Department of Computer Science and Engineering, University of Connecticut.
The topics include but are not limited to:
- Introduction to Python
- Variables
- Basic data structures
- Loops, functions
- Sets, dictionaries, tuples, and libraries
- Introduction to Machine Learning
- Supervised learning: regression, classification
- Dummy variables, interaction terms
- Programming with dummy variables, interaction terms
- Tree-based models
- More advanced machine learning topics
- Unsupervised learning
- Generative adversarial networks