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Learn Data Analysis with Pandas

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Details

Provider

Codecademy
Pricing

Free Trial Available
Languages

English
Certificate

Certificate Available
Effort

6 hours
Sessions

Self-Paced
Level

Intermediate

Found in

Simplilearn

Master Agentic AI, GANs, Fine-Tuning & LLM Apps

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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

Reviews

4.6 rating at Codecademy based on 671 ratings

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