DS1013 credits
Introduction to Data Science
Lecturer: Jane Nguyen
The data science workflow end to end: collecting, cleaning, exploring and communicating data with Python.
2 lessonsOpen course →
Courses & Materials
Lecture notes, slides and assignments for every course taught by the department.
ML2014 credits
Machine Learning
Lecturer: Minh Tran
Supervised and unsupervised learning, model evaluation, regularisation and an introduction to neural networks.
3 lessonsOpen course →
STAT1103 credits
Probability & Statistics
Lecturer: Jane Nguyen
Random variables, common distributions, estimation and hypothesis testing for data-driven decision making.
2 lessonsOpen course →