AnalystOS Learning Tracks

Choose a learning track that starts at your level.

Each track gives you simple lessons, guided practice tasks, and proof you can show.

Track 01

Data Analyst

Intermediate

Learn tables, spreadsheets, dashboards, and simple business explanations.

A practical track for beginners who want to answer business questions with tables, dashboards, and plain explanations.

Estimated time

8-10 weeks

Guided steps

4 phases

Skills

SQLCleaning dataReading dashboardsExcelFinding patternsComparing groupsExplaining insights

Tools

SQLExcelPower BIPythonNotebooks

Your proof outcome

A proof page with table answers, a dashboard improvement task, and a clear business recommendation.

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Track 02

Business Analyst

Beginner

Learn clear requirements, user stories, and simple process improvement.

A beginner-friendly track for learners who want to turn messy business requests into clear steps.

Estimated time

6-8 weeks

Guided steps

4 phases

Skills

RequirementsUnderstanding usersSuccess checksUser storiesProcess mappingReading dashboardsBusiness communication

Tools

ExcelProcess mapsUser storiesAcceptance criteriaDashboards

Your proof outcome

A proof page with requirements, user stories, process fixes, and a guided placement project.

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Track 03

Data Scientist

Advanced

Learn Python basics, data exploration, checks, and simple result explanations.

A guided track for learners who want to explore data, find patterns, and explain results clearly.

Estimated time

10-12 weeks

Guided steps

4 phases

Skills

PythonPandasFinding patternsChoosing useful cluesChecking SQLGrouping usersExplaining model results

Tools

PythonPandasSQLNotebooksVisualization

Your proof outcome

A proof page with a notebook, pattern findings, simple model explanation, and next-step recommendations.

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