S1 Week 1 - Introduction and Data
- Slides
- Comprehension Questions: see Learn Ultra for formative questions for both lectures.
- Lab: INF2-FDS: S1 Week 1 Lab
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Course Materials
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Semester 1
- S1 Week 1 - Introduction and Data
- S1 Week 2 - Descriptive statistics and introduction to data ethics
- S1 Week 3 - Exploratory data analysis, data communication and visualisation
- S1 Week 4 - Data Scraping and statistical relationships
- S1 Week 5 - Linear regression
- S1 Week 6 - Coursework 1
- S1 Week 7 - Multiple regression
- S1 Week 8 - Dealing with high dimensions
- S1 Week 9 - Introduction to supervised learning - Nearest Neighbours
- S1 Week 10 - Introduction to unsupervised learning - K-means
- Semester 2
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Semester 1
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