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