Data Analytics Roadmap
From learning the fundamentals to building real analytical projects.
Overall Progress
30%01
SQL
Building a strong foundation in querying, analysis and database concepts.
In Progress82%
9 completed · 2 remaining
- SQL Fundamentals
- SELECT statements
- Filtering & sorting
- Aggregations
- GROUP BY
- JOINs
- CASE statements
- Subqueries
- CTEs
- Advanced SQL
- SQL Project
02
Excel
Cleaning, modelling and reporting on data with spreadsheets.
In Progress30%
3 completed · 7 remaining
- Excel Fundamentals
- Formulas & Functions
- Data Cleaning
- Pivot Tables
- Charts
- Advanced Excel
- Power Query
- Power Pivot
- Dashboard
- Excel Project
03
Power BI
Turning models into clear, decision-ready dashboards.
Not Started0%
0 completed · 9 remaining
- Power BI Fundamentals
- Importing Data
- Data Cleaning
- Data Modelling
- Relationships
- DAX
- Visualizations
- Dashboard Design
- Power BI Project
04
Python
Programmatic analysis, automation and visualization.
Not Started0%
0 completed · 10 remaining
- Python Fundamentals
- Variables & Data Types
- Functions
- Lists & Dictionaries
- Pandas
- Data Cleaning
- Data Analysis
- Matplotlib
- Data Visualization
- Python Project