Intro to Machine Learning Part 2 - Homework Take-Home Problems

Oliver Gault, Kedar Godbole, Luke Leon, Felipe Zapater

Questions and Associated Files

1. Probability Practice

• File: Probability_Practice.ipynb

2. Wrangling the Billboard Top 100

• File: Wrangling_Billboard_Top100.ipynb

3. Visual Storytelling Part 1: Green Buildings

• File: GreenBuildings_Visualization.ipynb

4. Visual Storytelling Part 2: Capital Metro Data

• File: CapMetro_Visualization.ipynb

5. Clustering and Dimensionality Reduction

• File: Wine_Clustering_Dimensionality.ipynb

6. Market Segmentation

• File: MarketSegmentation_final.ipynb

7. The Reuters Corpus

• File: Reuters_Corpus.ipynb

8. Association Rule Mining

• Files:
  • Grocery_Association_Mining.graphml
  • Grocery_Association_Mining_Code.Rmd
  • Grocery_Association_Mining_Output.gephi

9. Image Classification with Neural Networks

• File: ImgClass_NeuralNet.ipynb