Learn Analytics
Start small. Build confidence.
New to analytics? Follow these three steps. You’ll learn to ask a useful question, check your evidence and explain what it means.
Start the free practice labYour starting path
Try one real task
Analyze a small fictional sales dataset. Use Excel or SQL, check the totals and write one finding. The files are public and no sign-in is needed.
Open the 30–45 minute practice lab →Build your career evidence
Use the standalone SPARK career workspace to practice one skill, keep a work sample, learn from feedback and explain your contribution.
Open SPARK Career Development →Explore the full course
See how the ten-week course builds from problem framing through Excel, SQL and dashboards to a defensible recommendation.
View the course outline →
Choose your next skill
You don’t need to learn every tool at once. Start with the task you have.
SpreadsheetsCalculate and check a result.SQLAsk questions of a database.DashboardsExplain a finding visually.Responsible AIVerify claims and own the result.
Already have a project? Download the complete analyst playbook.