Introduction
- Course Overview
- Python and Pandas Installation with the Miniconda Distribution
Course Contents
- Downloading the Course Material
- Exploring the Course Contents
- Opening the Material with Jupyter Notebooks
- Introduction to Jupyter Notebooks
- Working through a Course Material
- Differences with Video Notebooks
- When to Open a New Notebook
What is pandas?
- What is pandas?
- Which version of pandas to use?
- Pandas examples
The DataFrame and Series
- Intro to the DataFrame and Series
- DataFrame Components
- Selecting a Series
- Components of a Series
- Getting Help in a Jupyter Notebook
- Exercises
Data Types and Missing Values
- Intro to Data Types and Missing Values
- Finding the Data Type of Each Column
- Getting More Metadata
- Exercises
Setting a Meaningful Index
- Setting an Index of a DataFrame
- Accessing the Index, Columns, and Data
- Accessing the Components of a Series
- The Default Index
- Setting an Index on Read
- Choosing a Good Index
- Exercises
Five-Step Process for Data Exploration
- Five-Step Process for Data Exploration
Continue learning with Selecting Subsets of Data
- Continue learning with Selecting Subsets of Data
