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