Module 1
Notebook 3
Notebook 2
Notebook 1
Assignment 3
Assignment 2
Assignment 1
Book
PGGM dummy data
Airbnb ams data
Module 2
Module 1
- https://towardsdatascience.com/python-for-finance-stock-portfolio-analyses-6da4c3e61054
- https://towardsdatascience.com/efficient-frontier-optimize-portfolio-with-scipy-57456428323e
- http://wavedatalab.github.io/datawithpython/timeseries.html
- https://github.com/kdboller/pythonsp500-plotly-dash
- https://www.alphavantage.co/
- https://www.worldtradingdata.com/
Module 2
- https://scikit-learn.org/stable/user_guide.html
- https://www.oreilly.com/library/view/hands-on-machine-learning/9781491962282/
- http://shop.oreilly.com/product/0636920033400.do
- https://www.datacamp.com/courses/machine-learning-for-finance-in-python
Application
- https://www.capgemini.com/2018/07/how-wealth-managers-can-use-insights-from-ai-and-machine-learning/
- https://www.tcs.com/content/dam/tcs/pdf/Industries/Banking%20and%20Financial%20Services/analytics-artificial-intelligence-machine-learning-0817-1.pdf
- https://igniteoutsourcing.com/fintech/machine-learning-in-finance/
- https://emerj.com/ai-sector-overviews/machine-learning-in-investment-management-and-asset-management/
Disclaimer: The data sources and libraries are either open available or made up.