Build real-world projects: pipelines, dashboards, and ML applications
05Stage 5 of the roadmap: Choose Your PathBuild 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.