Matt Kenzie - Teaching

S1: Statistical Methods for Data Intensive Science

These lectures are delivered as part of the MPhil in Data Intensive Science at Cambridge. There are 24 lectures all delievered in Michaelmas Term. Note that the course was called Principles of Data Science for 2023/24 but has been renamed as Statistical Methods for Data Intensive Science for 2024/25.

Resources:

• Moodle Page
• GitLab Page

Lecture Notes:

• Full Lecture Notes
• Chapter 1 - Understanding Data
• Chapter 2 - Mathematical Foundations
• Chapter 3 - Classical Statistics
• Chapter 4 - Advanced Topics

Problem Sheets:

• Problem Sheet 1
• Problem Sheet 2
• Problem Sheet 3
• Problem Sheet 4
• Practise Exam Questions