In this lesson, you will learn more advanced functionality within the Pandas library. Specifically you will learn about combining data from different Pandas DataFrames, efficiently selecting data from Pandas DataFrames, and how to use Pandas to clean data before subsequent analysis.
###Objectives ### By the end of this lesson, you will be able to:
- Understand how to quickly filter data in a Pandas DataFrame
- Understand how use the Pandas GroupBy and Aggregate functionality.
- Understand how combine data from different Pandas data structures
- Understand how to manipulate character data by using Pandas
- Understand how to clean up data sources by using Pandas
Approximately 2 hours.
- Pandas Tutorial Chapters 3-7
- Another Pandas Tutorial (but do not pollute the namespace with %pylab inline)
When you have completed and worked through the above readings, please take the Week 8 Lesson 3 Assessment.