Python Libraries Cheatsheet

Cheatsheet to multiple Python libraries and techniques used in data mining, statistical analysis etc.

List of Python Notebooks

Libraries

• pandas

Techniques

• K-Nearest Neighbors
• Linear Regression
• K-Means & DBSCAN Clustering

How to run Jupyter

$> make build
$> make run

Open in browser and insert token from terminal:

http://127.0.0.1:8888/

Data

• Spotify-2000.csv - data about the audio features of the Top 2000 tracks of all time available on Spotify. Data contains 15 columns and 1995 songs to explore.
• biomechanical_classification.csv - Biomechanical features of orthopedic patients