Resources

Python Resources

• Official Python Tutorial
• A Whirlwind Tour of Python
• Python Data Science Handbook
• Composing Programs
• Practical Python
• Pro Git

General Links

• Python Reference
• Rdatasets
• Linux Tutorial
• git cheat sheet
• Anaconda
• Python 3.6 Documentation
• IPython 5.1 Documentation
• NumPy Reference

Jupyter Notebook Links

• Official Jupyter site
• Jupyter Notebook Tutorial
• Jupyter Notebook Tutorial (video)

Pandas Links

• Official Pandas site
• Pandas Tutorial: Loading Data (video)
• Pandas Tutorial: DataFrame and Series Basics (video)
• Pandas Tutorial: Indexes (video)
• Pandas Tutorial: Filtering (video)
• Pandas Tutorial: Updating Rows and Columns (video)
• Pandas Tutorial: Add/Remove Rows and Columns (video)
• Pandas Tutorial: Sorting (video)
• Pandas Tutorial: Grouping and Aggregating (video)

Matplotlib Links

• Official Matplotlib site