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CodeSignal

Advanced Data Analysis with Pandas

via CodeSignal

Overview

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.

Syllabus

  • 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
    • 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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