Roadmap
Data Science
Analyze data, build models, and communicate insights that drive decisions.
- Timeline
- 28 weeks
- Projects
- 3
- Tech
- 5
- Cert
- Data Science Pathway Certificate
Roadmap summary
Analyze data, build models, and communicate insights that drive decisions.
Skill tree
Week 1: Data wrangling — Python, Pandas, cleaning Week 6: SQL & stats — Queries and inference Week 12: Classical ML — Models and evaluation Week 18: Storytelling — Viz and stakeholder comms Week 24: Capstone — End-to-end insight project
Technologies
Python, SQL, Pandas, Scikit-learn, Visualization
Projects along the way
• EDA report • Prediction model • Insight dashboard
Certification
Data Science Pathway Certificate