Financial Data Analytics I
This course covers a range of topics essential for understanding financial machine learning using Python. Below is the index of weekly materials.
Course Weeks
- Week 1: Introduction and Setup
- Week 2: Python Programming Skills
- Week 3: Advanced Data Handling
- Week 4: Data Analysis in Python
- Week 5: Regression Models in Finance
- Week 6: Regularization Techniques
- Week 7: Classification and Decision Tree
- Week 8: Case Study--When do data and AI fail?
- Week 9: Unsupervised Learning - Clustering
- Week 10: Time Series Analysis
- Week 11: Natural Language Processing
- Week 12: Future Work
- Week 13: Project Week