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Learn Data Analysis with Pandas

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Overview

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Learn to use Pandas for working with tabular data. Pandas brings the power of Python to tasks like data ingestion, cleaning, and aggregation. You’ll also see how to integrate it with other Python libraries like Scipy for statistical analysis and Matplotlib for data visualization.

Syllabus

  • Introduction to Pandas: Use Pandas to create and manipulate tables so that you can process your data faster and get your insights sooner.
    • Lesson: Creating, Loading, and Selecting Data with Pandas
    • Quiz: Creating, Loading, and Selecting Data with Pandas
    • Lesson: Modifying DataFrames
    • Quiz: Modifying DataFrames
    • Project: Petal Power Inventory
  • Aggregates in Pandas: Learn the basics of aggregate functions in Pandas, which let us calculate quantities that describe groups of data..
    • Lesson: Aggregates in Pandas
    • Quiz: Aggregates in Pandas
    • Project: A/B Testing for ShoeFly.com
  • Multiple Tables in Pandas: Learn how to combine information from multiple DataFrames.
    • Lesson: Working with Multiple DataFrames
    • Quiz: Learn Pandas: Multiple Tables Quiz
    • Project: Page Visits Funnel

Taught by

Kenny Lin

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4.6 rating at Codecademy based on 675 ratings

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