PyDA Course
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Advanced ⏱ 50 min 📖 2 Lessons

Module 3: Bivariate & Multivariate Analysis

Explore relationships between variables with scatter plots, pair plots, and correlation matrices.

bivariatecorrelationscatter-plotspair-plots

Lessons

1
Bivariate Numerical Analysis Explore relationships between two numerical variables with scatter plots, regression lines, and grouped comparisons.
Advanced ⏱ 25 min ⚡ +100 XP
→ 2
Correlation Analysis Compute and visualize Pearson and Spearman correlations, detect multicollinearity, and interpret correlation matrices.
Advanced ⏱ 25 min ⚡ +100 XP
→
Univariate Analysis & Visualization Advanced & Storytelling Visualizations