Build real-world projects: pipelines, dashboards, and ML applications
Build an Automated Data Cleaning Pipeline — interactive tutorial with runnable examples and practice exercises.
Build a Sales Performance Dashboard with KPI Analysis — interactive tutorial with runnable examples and practice exercises.
Build a Budget Tracker and Expense Analyzer — interactive tutorial with runnable examples and practice exercises.
Build a Log File Parser That Finds Errors and Patterns — interactive tutorial with runnable examples and practice exercises.
Predict Customer Churn: End-to-End Data Analysis (with sklearn) — interactive tutorial with runnable examples and practice exercises.
Build an Inventory Management System with SQLite — interactive tutorial with runnable examples and practice exercises.
Time Series: Detect Trends and Anomalies in Business Data — interactive tutorial with runnable examples and practice exercises.
Build a Simple ETL Pipeline: Extract, Transform, Load — interactive tutorial with runnable examples and practice exercises.