MISSION 381

Exploring Data with Pandas: Fundamentals

Learn how to use the pandas library to work with data.

Objectives

  • How to use common methods for exploring data.
  • How to assign data in pandas using index labels.
  • How to use pandas to analyze data.

Mission Outline

1.  Introduction to the Data
2. Vectorized Operations
3. Series Data Exploration Methods
4. Series Describe Method
5. Method Chaining
6. Dataframe Exploration Methods
7. Dataframe Describe Method
8. Assignment with pandas
9. Using Boolean Indexing with pandas Objects
10. Using Boolean Arrays to Assign Values
11. Creating New Columns
12. Challenge: Top Performers by Country
13. Next Steps
14. Takeaways

pandas-fundamentals

Course Info:

Intermediate

The median completion time for this course is 6.77 hours. View Details

This course requires a basic subscription and includes five missions and one guided project.  It is the third course in the Data Analyst in Python path and Data Scientist in Python path.

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