Data Analytics

Master Excel, SQL, Python, data visualization, and statistical analysis to turn raw data into actionable business insights.

Learning Path

Follow this step-by-step roadmap from beginner to advanced.

1Excel & Spreadsheets

2Data Literacy

3SQL Fundamentals

6Python for Analytics

5Statistics Basics

4Data Cleaning

7Visualization Tools

8Dashboards & BI

9A/B Testing & Metrics

12Career & Portfolio

11Automation & APIs

10Reporting & Storytelling

13Case Studies

Recommended courses

Hand-picked programs from our course catalog that match this roadmap.

Google

Google Data Analytics Professional Certificate

Collect, clean, analyze data using spreadsheets, SQL, and visualizations.

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Coursera

Advanced Data Analytics

Apply statistics, predictive modeling, and dashboards for business insights.

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IBM

Data Analyst by IBM

Use Excel, SQL, Python, and dashboards to analyze and communicate insights.

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