Tech field · Data Analyst · 5 steps · 20 lessons · 102 min
I want to become a data analyst
From your first question to a portfolio project: spreadsheets, SQL, cleaning, honest charts, the statistics you actually use, dashboards, and how to use AI without leaking data or fooling yourself. For beginners who are comfortable with a spreadsheet and want job-ready basics.

Step 1 · 3 lessons
The basics
How AI learns and where it slips.
- L001What is AI, really?1 min
- L003What a chatbot really does1 min
- L005Why AI makes things up2 min
Step 2 · 3 lessons
Bridge to the field
Spreadsheets with AI beside you.
- L021Spreadsheets and data2 min
- L191Excel formulas with AI3 min
- L156AI that lives inside your spreadsheet2 min
Step 3 · 8 partsTrack
The field, step by step
Eight step pages, each with a task to try and a check question.
Step 4 · 4 lessons
Working with AI in the job
Use AI tools well and check their work.
- L130Misleading charts2 min
- L014Check what AI tells you2 min
- L013What not to paste into AI1 min
- L200Reading customer feedback at scale3 min
Step 5 · 2 lessons
Your field and what's next
Where the work is going.
- L218Which tasks AI takes first2 min
- L029Will AI take my job?2 min
Finish the path
Take the quiz, get the certificate
Score 80% or more on the quiz to unlock a certificate with your name.
Quiz · 10 questions
Data Analyst track quiz
Ten questions on the Data Analyst track. Score 80% or more and tick every step to earn the certificate.
Take the quizCertificate · free
Your certificate
Preview it now. It unlocks when you pass the quiz.
Preview the certificate