Every Tuesday until 2 December 2025 (14:00 - 15:30) @ Rosa Parks Room, Guild (except for 18 and 25 November 2025, @ Mandela Room, Guild )
Materials and Resources will be posted on GitHub Repository. Check the corresponding week's folder for further materials, including presentation and notebooks.
| Week | Topic | Coding Resources | Additional Resources |
|---|---|---|---|
| 1 | Introduction to Data Science | • Intro to Programming (Kaggle) • Python (Kaggle) |
• Towards Data Science (data science article collection) |
| 2 | Understanding Data | •Pandas (Kaggle) • Learning Feature Engineering (Kaggle) • Data Cleaning (Kaggle) |
• A Gentle Introduction to Statistical Data Distributions (Machine Learning Mastery) • Feature Engineering (DataCamp) |
| 3 | Statistical Analysis and Visualisation | •Data Visualisation (Kaggle) | •Exploratory Data Analysis (YouTube) |
| 4 | Introduction to Modelling | •Introduction to Machine Learning (Kaggle) | •Machine Learning Playlist (Statquest) |
| 5 | Evaluating Models | • Intermediate Machine Learning (Kaggle) | TBA |
If you want to contribute to the materials, please send in a PR to this repository :)