2024/2025 Schedule
Week 1, 29 Oct 2024
Introduction
Course overview, setting of expectations, introduction to Jupyter Notebooks, loading data and plotting it.
Assignment 1, due 12 Nov 2024
Week 2, 5 Nov 2024
Resampling
Week 3, 12 Nov 2024
Smoothing
Assignment 2, due 26 Nov 2024
Week 4, 19 Nov 2024
Outliers
Week 5, 26 Nov 2024
Stationarity: random processes, statistics refresher, AR processes
Assignment 3, due 10 Dec 2024
Week 6, 3 Dec 2024
Stationarity: ACF and PACF graphs
Week 7, 10 Dec 2024
Stationarity: Forecasting, ARIMA, SARIMA, SARIMAX
Assignment 4, due 31 Dec 2024
Week 8, 17 Dec 2024
Seasonality
24 Dec 2024
No classes.
Week 9, 31 Dec 2024
Assignment 5, due 14 Jan 2025
Week 10, 7 Jan 2025
Week 11, 14 Jan 2025
Assignment 6, due 28 Jan 2025
Week 12, 21 Jan 2025
Week 13, 28 Jan 2025
Final project, due 4 Mar 2025