Online · Scholarship
Data Science
A comprehensive 3-month program designed for professionals and aspiring data scientists. Hands-on, expert-led sessions take you from Python fundamentals through machine learning into a final research project — at zero cost.
Curriculum
10 weeks, structured for outcomes
Foundation, technique, application — in that order.
Weeks 1–4
- Python fundamentals
- Pandas & SciPy
- Data manipulation
- Matplotlib visualisation
Weeks 5–7
- Supervised learning
- k-NN, Naive Bayes
- Decision Trees, Random Forest
Weeks 8–9
- Unsupervised learning
- K-Means & clustering
- Dimensionality reduction
- Model evaluation
Week 10
- Case studies
- Research projects
- Capstone presentation
Move from learning to doing
Build, evaluate and present a real data science project by month three.