🗺️ Data Analyst from Zero

Become a hireable data analyst with free courses only — Excel, SQL, Python and dashboards, plus a portfolio.

🎯 Graduates & analysts-to-be (no coding background) ⏱️ ~20 weeks at 1 hr/day 8 steps · all free
1
Statistics and Probability ↗ ♾️ Khan Academy · Academic · Intermediate · ~45h 💡 The maths every interviewer probes.
2
SQL Tutorial ↗ 📘 W3Schools · Tech · Beginner · ~15h 💡 First taste of querying data.
3
Python ↗ 📊 Kaggle Learn · Tech · Beginner · ~5h · 📜 cert 💡 Browser-based Python, zero setup.
4
Pandas ↗ 📊 Kaggle Learn · Tech · Beginner · ~5h · 📜 cert 💡 The core tool of the trade.
5
Data Visualization ↗ 📊 Kaggle Learn · Tech · Beginner · ~5h · 📜 cert 💡 Turn analysis into charts people act on.
6
Data Analysis with Python ↗ 🔥 freeCodeCamp · Tech · Intermediate · ~300h · 📜 cert 💡 Certification + portfolio projects.
7
Data Analysis with Python and Power BI ↗ 🪟 Microsoft Learn · Tech · Intermediate · ~25h 💡 Dashboards hiring managers recognise.
8
Google Data Analytics ↗ 🔵 Grow with Google (Career Certificates) · Tech · Beginner · ~180h · 📜 cert 💡 Capstone credential (Financial Aid available).
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