Data Workflow and Capstone
Real analytics work is repeatable and automated. Combine Git, REST APIs, and data pipelines to ship an end-to-end capstone that pulls live data, refreshes a dashboard, and delivers a defended recommendation.
Real analytics work is repeatable and automated. Combine Git, REST APIs, and data pipelines to ship an end-to-end capstone that pulls live data, refreshes a dashboard, and delivers a defended recommendation.
Charts can show a pattern that is only noise. Learn the statistics analysts use every day, from confidence intervals to A/B tests, explained through simulation before formulas.
Handle data that spreadsheets cannot. Learn Python and pandas from zero, then clean, explore, and visualize large datasets in notebooks you can rerun, share, and present as a portfolio piece.
A good dashboard answers a question at a glance. Learn to model data properly, write reliable metrics, and design interactive dashboards in Power BI or Tableau. Finish with a complete portfolio project presented to a mock stakeholder panel.
Stop waiting for spreadsheets. Learn to pull, combine, and summarize data straight from databases with SQL in this 12-week beginner track. Master joins, subqueries, and window functions while building a real e-commerce portfolio project.
Spreadsheets are where most people first meet data, and they are used in almost every workplace. Learn to organize, clean, analyze, and present data using Excel and Google Sheets. Master formulas, pivot tables, and dashboards while building a portfolio project you can show employers.