Modelling Data

Week 8 (04 Nov 2024 - 08 Nov 2024)

Linear models for predicting numerical data from single and multiple variables.

Lectures

No.
Title
Slides
Additional
15 Introducing Modelling Raw
16 Model Checking Raw

Lecture Recordings
Lecture recordings are only available for IDS students via the University of Edinburgh virtual learning environment. To access the recordings, go to the Introduction to Data Science area on LEARN ULTRA and select Lecture Recordings under the Course Content section. This will open echovideo where you will find a list of all lecture recordings to watch once they become available.

Tasks

  1. Watch the Videos and reading.
  2. Complete the Assignments.

Videos and reading

Some of this material is required and some of it is optional. We expect you to watch the required videos and read the required reading. This required material is part of the course so it may be assessed in the assignments and it may not be covered in the lectures. The optional material is extra reading for those that are interested!

IMS: Chp 7 - Linear regression with a single predictor Required
IMS: Chp 8 - Linear regression with multiple predictors Required

Workshop

The lab sheet can be accessed the day before the workshop, and the solutions the day after the workshop.

Laboratory Title
Links
Date
Lab07: Modelling course evaluations
  • Instructions
  • Repository
  • Solutions(Raw)
  • Fri, 08 Nov