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  4. INF2-FDS: S2 Week 3 - Introduction to unsupervised learning - K-means

INF2-FDS: Task: Preparation for S2 Week 4 Workshop

The aim of the S2 Week 3 task and the S2 Week 4 workshop is to apply some of the techniques from inferential statistics. In the attached task sheet, we've given you some exercises (questions 1 to 3) to try before the workshop, and some questions (4 to 6) to discuss at the workshop, in groups. We'll release solutions to questions 1-3 at the beginning of week 4, and you may also want to discuss the solutions at the workshop.

Document
FDS-S2-04-workshop.pdf (77.62 KB)

 

 
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All rights reserved The University of Edinburgh

Book traversal links for INF2-FDS: Task: Preparation for S2 Week 4 Workshop

  • INF2-FDS: S2 Week 3 - Introduction to unsupervised learning - K-means
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  • INF2-FDS: S2 Week 4 - Ethical and legal issues in supervised learning

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: Task: Preparation for S2 Week 4 Workshop
    • INF2-FDS: S2 Week 4 - Ethical and legal issues in supervised learning
    • INF2-FDS: S2 Week 5 - Regression and inference
    • 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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