Notebooks
Interactive Jupyter notebooks for hands-on learning. Open directly in Google Colab - no setup required.
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EDAExploratory Data Analysis
Exploratory data analysis using the Gapminder dataset. Learn data wrangling, visualization, and insights extraction.
Open in Colab📊
STATISTICSStatistical Tests Practice
Hands-on practice with t-tests, ANOVA, chi-square, and correlation analysis using real datasets.
Open in Colab📈
MLLinear Regression Deep Dive
From simple to multiple regression. Understand assumptions, diagnostics, and interpretation.
Coming Soon🎯
MLClassification Models
Logistic regression, decision trees, and random forests. Compare model performance and interpret results.
Coming Soon