Completing the Course
  • Downloading the Course Material
  • Exploring the Course Contents
  • Opening the Material with Jupyter Notebooks
  • Jupyter Notebook Tips and Tricks
  • Working through a Notebook from the Course
  • About to Begin!
Intro to pandas
  • What is pandas?
  • pandas examples
  • The DataFrame and Series
  • Exercise Solutions - The DataFrame and Series
  • Data Types and Missing Values
  • Exercise Solutions - Data Types and Missing Values
  • Setting a Meaningful Index
  • Exercise Solutions - Setting a Meaningful Index
  • Five Step Process for Data Exploration
Selecting Subsets of Data
  • Selecting Subsets of Data from DataFrames with just the Brackets
  • Exercise Solutions - Selecting Subsets of Data with Just the Brackets
  • Selecting Subsets of Data from DataFrames with loc
  • Exercise Solutions - Selecting Subsets of Data from DataFrames with loc
  • Selecting Subsets of Data from DataFrames with iloc
  • Exercise Solutions - Selecting Subsets of Data from DataFrames with iloc
  • Selecting Subsets of Data from a Series
  • Exercise Solutions - Selecting Subsets of Data from a Series
Boolean Indexing
  • Boolean Indexing Single Conditions
  • Exercise Solutions - Boolean Indexing Single Conditions
  • Boolean Indexing Multiple Conditions
  • Exercises Solutions - Boolean Indexing Multiple Conditions
  • Boolean Indexing More
  • Exercise Solutions - Boolean Indexing More
  • Miscellaneous Subset Selection
  • Exercise Solutions - Miscellaneous Subset Selection
Continuing the Master Data Analysis with Python Series
  • Continue Master Data Analysis with Python Series