Tech track · 8 steps · 79 min

Data Analyst

“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.

2–3 hours a week for 4 weeks

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01

The steps

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  1. 01What data analysts actually doYou can describe the job in one sentence and turn a vague request into a clear question.
  2. 02Spreadsheets done rightYou can set up a clean table, summarise it with a pivot table, and join two sheets with XLOOKUP.
  3. 03SQL basicsYou can write queries that filter, group and join tables, and practise for free online.
  4. 04Cleaning data without losing the truthYou can find duplicates, missing values and broken types, and write down every fix you make.
  5. 05The statistics you actually needYou can pick the right average, describe change correctly, and avoid the most common false conclusions.
  6. 06Charts that tell the truthYou can choose a chart from the question and avoid the tricks that mislead readers.
  7. 07Dashboards and stakeholdersYou can design a focused dashboard around a few KPIs and present findings people act on.
  8. 08Using AI safely, and your portfolio projectYou can use AI to speed up formulas and SQL without risking data, and you have a plan for a public project.

02

Quiz and certificate

Data Analyst track quiz

Tick every step, then pass the 10-question quiz with 80% or more. The certificate comes with a link anyone can check.

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Where to go next

Free, reputable resources for going deeper. They open on other sites.