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CodeSignal

Feature Engineering and Correlation Analysis in Pandas

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Overview

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Learn how to engineer new features from existing data and assess their relationships using correlation analysis, thereby enhancing your understanding and improving model predictions.

Syllabus

  • Lesson 1: Creating a New Volume Feature
  • Lesson 2: Heatmap of Correlation Matrix
  • Lesson 3: Advanced Scatter Plot Customization
  • Lesson 4: Calculate and Plot Correlations with Hue Using Scatterplots and Heatmaps
  • Lesson 5: Highlighting Correlation Values Within a Range

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