roadmapbeginner29 weeks / 172 hours

Data Analyst with Python Roadmap

A beginner-to-intermediate path for analytics with Python, visualization, data cleaning, and insight communication.

50 lessons

172 hours

13,860 learners

Certificate included

Roadmap Graph

Stage-by-stage path with progress context.

1. Python data handling fundamentals

20%

2. Pandas workflows and cleaning strategies

40%

3. Exploratory analysis and KPI framing

60%

4. Visualization storytelling and dashboards

80%

5. Business case studies and final analyst portfolio

100%

Current streak: 6 days

Module progress: 57%

Certificate unlock target: 80%

Recommended next: Pandas workflows and cleaning strategies

• Download pack: notes, cheatsheet, and VS Code setup checklist.
• Hinglish-friendly concept explainers are included for beginners.
• Instructor profile: Core Team Mentor (8+ years practical delivery).
• Learning path: Python Basics → Data Wrangling → Visualization → Analyst Projects.

• Lead Instructor: Core Team Mentor (8+ years, production backend/frontend delivery)
• Preview lesson 1: Python data handling fundamentals
• Preview lesson 2: Pandas workflows and cleaning strategies
• Full certificate unlock target: 80% completion + capstone submission

Peer review queue and mentor replies are updated daily.