Step 1 of 5Start here
excel · sql · data
- 5 sources
- 3 videos
- 2 projects
- 2 tools
Career roadmap
Data Analyst Roadmap
Analyze data to drive business decisions using SQL, Excel, Python, Tableau, Power BI, statistics, and data storytelling.
- Steps
- 5
- Learning sources
- 20
- Video lessons
- 17
- Project ideas
- 10
- Step 2 of 5
python · pandas · numpy
- 5 sources
- 4 videos
- 2 projects
- 3 tools
- Step 3 of 5
statistics · probability · math
- 3 sources
- 3 videos
- 2 projects
- 3 tools
- Step 4 of 5
tableau · power-bi · visualization
- 4 sources
- 4 videos
- 2 projects
- 2 tools
- Step 5 of 5
reporting · storytelling · dashboards
- 3 sources
- 3 videos
- 2 projects
- 3 tools
Tools for this roadmap
Tools that match this roadmap
Ranked by overlap with this roadmap's topics. Check each provider's current free-tier limits before adopting it for a project.
- AmplitudeAnalyticsView details
- CockroachDBDatabasesView details
- FastAPIOpen SourceView details
- Google AnalyticsAnalyticsView details
- HotjarAnalyticsView details
- MixpanelAnalyticsView details
- Plausible AnalyticsAnalyticsView details
- PostgreSQLOpen SourceView details
- PostHogAnalyticsView details
Showing the 9 strongest matches from 11 relevant listings.
What comes next
Roadmaps that share skills with this one
- Data ScientistExtract insights from data using statistics, visualization, and predictive modeling to drive data-informed decisions.
- AI EngineerBuild AI-powered products by integrating large language models, prompt engineering, and ML APIs into real-world applications.
- Digital Marketing SpecialistDrive online growth using SEO, Google Analytics, social media marketing, content strategy, email campaigns, and paid ads.