skywall/python-libs-cheatsheet

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

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