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Career progression
Career paths
Every path runs the same spine: Skills → Exercises → Projects → Portfolio → Interview preparation → Career readiness.
Data AnalyticsEntry → Mid
Data Analyst
Answer business questions with SQL, spreadsheets and dashboards.
SQLExcelData cleaningDashboardsKPIsStorytelling
Start this path 1. Skills
0%SQL joins & aggregation, Excel modelling, chart selection.
2. Exercises
0%30+ industry exercises across retail, health and finance.
3. Projects
0%Build a KPI dashboard and a churn deep-dive.
4. Portfolio
0%Publish two documented analyses with visuals.
5. Interview
0%SQL live coding, case study, stakeholder questions.
6. Career readiness
Combined signal from exercises, published projects and interview answers.