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CodeSignal

Feature Engineering and Correlation Analysis in Pandas

via CodeSignal

Overview

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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