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Data Science

1,032 learners

Advanced Data Analysis with Pandas

Elevate your data analysis skills by mastering advanced Pandas functionalities, including multi-level indexing, merging datasets, and performing sophisticated group-by operations. This course helps you unlock the true potential of your data through more intricate analysis techniques.

Pandas

Python

See path

4 lessons

17 practices

2 hours

Exploratory Data Analysis and Visualization

Lessons and practices

Lesson 1: Merging Datasets

Merging Student Data with Outer Join

Change Merge Join Type

Merging Student Information and Performance Data

Merging Student Data with Outer Join

Lesson 2: Grouping Basics

Average Sales by Region

Calculate Total Sales by Region

Counting Sales Entries by Region

Lesson 3: Data Aggregation

Analyzing Store Performance Using Data Aggregation

Change Aggregation Function to Max

Aggregating Units Sold Per Store

Aggregate Products by Store

Lesson 4: Data Correlation

House Age and Price Correlation

Correlation of House Features

Finding Correlations in House Data

Finding Specific Correlation

Calculate Correlation Between House Price and Size

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