🗺️ Learning Roadmap
Follow the phases in order. Tick each topic once you can explain it and use it.
0/150 topics · 0% complete
Phase 1 — Data Analytics Fundamentals
1 week
Understand what analysts actually do all day, the vocabulary of data, and how business questions turn into numbers.
0/12
Core concepts
Phase 2 — Excel
2 weeks
Still the fastest analysis tool in most Indian companies and a guaranteed interview round.
0/25
Beginner
Formulas
Lookup
Advanced
Phase 3 — SQL
3–4 weeks
The single highest-ROI skill. Almost every analyst interview is 60% SQL.
0/33
Beginner
Intermediate
Joins
Advanced
Interview level
Phase 4 — Power BI
3 weeks
How your analysis gets seen by managers. Modeling + DAX is where candidates get filtered.
0/29
Power Query
Data modeling
DAX
Visualization
Dashboard design
Phase 5 — Python for Data Analysis
3–4 weeks
Pandas is the analyst's power tool for cleaning and EDA at a scale Excel cannot handle.
0/35
Python basics
NumPy
Pandas
Visualization
Phase 6 — Statistics
1–2 weeks
Just enough statistics to defend your numbers in a review meeting or interview.
0/16