Free Client Simulator
Handle a client like a real data analyst
Six clients across Excel, SQL, and data visualization, each with a very real, messy request. Make judgment calls and check-all-that-apply decisions through the data analytics life cycle: Ask, Prepare, Process, Analyze, Share, and Act. Every choice gets mentor-style feedback drawn from what actually happens on real engagements.
Ask
Define the real problem
Prepare
Collect the right data
Process
Clean it, and log it
Analyze
Find what is true
Share
Tell the story clearly
Act
Drive the decision
Based on the six-phase data analysis process taught in the Google Data Analytics Professional Certificate, applied to scenarios drawn from real Philippine workplaces. Each simulated client matches one of our free practice datasets, so you can continue the engagement hands-on after the simulation.
Excel
Spreadsheets, cleaning, and pivots · 2 clients
SQL
Querying and joining real tables · 2 clients
Data Visualization
Dashboards that drive decisions · 2 clients
Want to run engagements like this for real?
The bootcamp trains you through the full life cycle on live projects, with mentors playing the demanding client.