Resources for Data Science

General Resources

Mathematics

Programming

Python

• Python

  • PDF | Website | DataQuest - Python Cheat Sheet

• Pandas

  • PDF | Website | DataQuest - Pandas Cheat Sheet

• NumPy

• Matplotlib

  • Website | Datacamp - Introduction to Plotting with Matplotlib in Python

SQL

• PDF | Website | DataQuest - SQL Cheat Sheet

R

Julia

C++

Data Analysis

Data Visualization

Power BI

• PDF |Website | DataQuest - Power BI Cheat Sheet
• DataCamp - Power BI Cheatsheets
  • PDF | Website | Power BI
  • PDF | Website | Working with Tables in Power Query M
  • PDF | Website | Data Transformation with Power Query M
  • PDF | Website | Formulas-in-DAX

Tableau

Machine Learning

• https://github.com/josephmisiti/awesome-machine-learning

Open Source Projects

• 20 Best Open Source Big Data Projects to Contribute on GitHub: https://www.projectpro.io/article/best-open-source-big-data-projects-github/516
• Drive Data Open source projects: https://drivendata.co/open-source/