Cheat-Sheets

Data Science Cheat Sheets

This folder contains cheat sheets that are relevant anyone learning or practicing data science.

Command Line and Git

• Command Line Cheat Sheet
• Unix Command Line Cheat Sheet
• Git Cheat Sheet #1
• Git Cheat Sheet #2

Jupyter Notebook

• Jupyter Notebook Cheat Sheet
• Markdown Cheat Sheet #1
• Markdown Cheat Sheet #2

General Python

• Begginer's Python Cheat Sheet
• Python 3 Quick Reference Guide
• Python Basics Cheat Sheet #1
• Python Basics Cheat Sheet #2
• Python Basics Cheat Sheet #3
• Python Notes and Cheat Sheet
• Python Intermediate Cheat Sheet
• Python Regular Expressions Cheat Sheet

Data Analysis with Python

• NumPy, SciPy and Pandas Cheat Sheet

NumPy

• NumPy Cheat Sheet #1
• NumPy Cheat Sheet #2
• NumPy Cheat Sheet #3

Pandas

• Pandas Basics Cheat Sheet
• Pandas Cheat Sheet #1
• Pandas Cheat Sheet #2
• Pandas Cheat Sheet #3
• Pandas Notes and Cheat Sheet

Data Visualization

• General Data Visualization Cheat Sheet
• Matplotlib Cheat Sheet
• Matplotlib Notes
• Seaborn Cheat Sheet
• Bokeh Cheat Sheet

Machine Learning

• Scikit Learn Cheat Sheet
• Scikit Learn Algorithms
• Machine Learning Algorithms
• Algorithms and Hyperparameters

Deep Learning

• Keras Cheat Sheet

Statistics

• Statistics Cheat Sheet
• Main Formulas for Machine Learning

Linear Algebra

• Linear Algebra in 4 Pages
• SciPy Cheat Sheet