Learn Pandas by following the Corey Schafer's Youtube course Data analysis in Python by using Pandas
The StackOverflow Survey data can we found here - http://bit.ly/SO-Survey-Download
- 1. Getting Started with Data Analysis
- 2. DataFrame and Series Basics - Selecting Rows and Columns
- 3. Indexes - How to Set, Reset, and Use Indexes
- 4. Filtering - Using Conditionals to Filter Rows and Columns
- 5. Updating Rows and Columns - Modifying Data Within DataFrames
- 6. Add and Remove Rows and Columns From DataFrames
- 7. Sorting Data
- 8. Grouping and Aggregating - Analyzing and Exploring Your Data
- 9. Cleaning Data - Casting Datatypes and Handling Missing Values
- 10. Working with Dates and Time Series Data
- 11. Reading and Writing Data to Different Sources - Excel, JSON, SQL, Etc