Free Client Simulator
Handle a client like a real data analyst
Real clients across four tracks (Excel, SQL, data visualization, and AI product management), each with a very real, messy request. Make judgment calls and check-all-that-apply decisions through the life cycle: Ask, Prepare, Process, Analyze, Share, and Act. Every topic has five clients and you get a fresh three each visit, so it is worth replaying.
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, plus an AI product management track for the judgment calls of building with AI. Each engagement ends with a matching free resource, or the option to enroll if you are bitin.
Pick a client to start. You get a fresh mix each visit.
Excel
Spreadsheets, cleaning, and pivots · 3 of 5 clients
SQL
Querying and joining real tables · 3 of 5 clients
Data Visualization
Dashboards that drive decisions · 3 of 5 clients
AI Product Management
Judgment calls on building with AI · 3 of 5 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.