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This repository provides the code for the subject Data Learning, which forms part of the course Big Data and Social Media taught in HU Utrecht, translated into Python.

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Data Learning

This repository provides the code for the subject Data Learning, taught by Aletta Smits at HU Utrecht, translated into Python.

Course Structure

1. Clustering

  • Kmeans.
  • Dummy Variables.
  • Normalization.

2. Classification

  • Knn classification of Iris dataset.

3. Recommender Systems

  • Who is my buddy?
  • Movie recommender system.

4. Decision Tree and Random Forests

  • Decision Tree Classifier.
  • Random Forest Classifier.

5. Regex

  • Clean hastags.
  • Clean Mentions.

6. Forecasting