data-mining--classification

Assignment 2 - Classification and Clustering

This assignment focuses on the implementation of the K-means clustering and K-nearest neighbors (KNN) classification algorithms.

Usage

Open the .ipynb files using Jupyter Notebook to run the progams.

jupyter-notebook k_means.ipynb

jupyter-notebook knn.ipynb

Package Dependencies

The k_means.ipynb file makes use of the following packages:

• NumPy
• Matplotlib
• pandas
• scikit-learn (sklearn)
• seaborn

The knn.ipynb file makes use of the following packages:

• NumPy
• pandas