Data management with pandas

• What is (modern) pandas?
• DataFrames and Series
• Data types
• Loading and saving data
• Setting and renaming columns and indices
• Selecting rows and columns
• Inspecting and summarizing data
• Creating variables
• Merging datasets
• Data management: Definitions and example
• Imperative data cleaning
• Functional data cleaning: The How
• Functional data cleaning: The Why
• Managing data with a complex structure
• Data management: Tips, tricks, and advanced topics