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  4. INF2-FDS: S2 Week 5 - Regression and inference

INF2-FDS: Task: Preparation for S2 Week 6 workshop

The aim of the S2 Week 5 task and the S2 Week 6 workshop is to apply some of the techniques from inferential statistics, in particular hypothesis testing, logistic regression and A/B testing.

In the attached task sheet, we've given you some exercises to try before the workshop. If you've not managed to do the questions before the workshop, you can spend time at the workshop working on the questions.

Document
FDS-S2-06-workshop.pdf (86.28 KB)
License
All rights reserved The University of Edinburgh

Book traversal links for INF2-FDS: Task: Preparation for S2 Week 6 workshop

  • INF2-FDS: S2 Week 5 Lab
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  • INF2-FDS: S2 Week 6 - Software engineering for data science

Navigation links

  • INF2-FDS: Course team
  • INF2-FDS: Schedule
  • INF2-FDS: Course Materials
    • INF2-FDS: S1 Week 1 - Introduction and Data
    • INF2-FDS: S1 Week 2 - Descriptive statistics
    • INF2-FDS: S1 Week 3 - Exploratory data analysis, data communication and visualisation
    • INF2-FDS: S1 Week 4 - Data Ethics, Data Scraping and statistical relationships
    • INF2-FDS: S1 Week 5 - Introduction to supervised learning - Nearest Neighbours
    • INF2-FDS: S1 Week 6 - Linear models
    • INF2-FDS: S1 Week 7 - Coursework 1
    • INF2-FDS: S1 Week 8 - Multiple regression
    • INF2-FDS: S1 Week 9 - Dealing with high dimensions
    • INF2-FDS: S1 Week 10 - Randomness, sampling and simulation
    • INF2-FDS: S1 Week 11 - Estimation and confidence intervals
    • INF2-FDS: S2 Week 1 - Hypothesis testing and A/B testing
    • INF2-FDS: S2 Week 2 - Logistic regression
    • INF2-FDS: S2 Week 3 - Introduction to unsupervised learning - K-means
    • INF2-FDS: S2 Week 4 - Ethical and legal issues in supervised learning
    • INF2-FDS: S2 Week 5 - Regression and inference
      • INF2-FDS: S2 Week 5 Lab
      • INF2-FDS: Task: Preparation for S2 Week 6 workshop
    • INF2-FDS: S2 Week 6 - Software engineering for data science
    • INF2-FDS: S2 Week 8 Project writing workshop
    • INF2-FDS: Revision
  • INF2-FDS: Labs
  • INF2-FDS: Workshops
  • INF2-FDS: Resource List
  • INF2-FDS: Assessment
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