Data Analytics Foundations
What data analytics is, how businesses use data to decide, and the core skills you need to start.
- Level
- Foundations
- Duration
- About 6 hours
- Modules
- 10 modules
- Badges
- 1 badge
Free courses and professional programmes in data, business and trade
Short, clear lessons you can finish in an evening. Practise in your browser, get instant feedback, and earn badges you can show on your CV and LinkedIn. No experience needed, and nothing to install.

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From data and technology to business, trade and professional skills, CloudTech Academy provides practical learning designed for the real world.
Data, analytics, AI, coding, cloud and the digital skills behind them.
ExploreStart, run, market and grow a business.
ExploreImport, export, procure, ship and manage supply chains.
ExploreManage projects and people, serve clients, run an office and keep the books.
ExploreHow it works
Clear lessons that explain each idea step by step, with worked examples.
Write the query, formula or code yourself and get instant feedback.
Pass each module check to earn a badge for that skill.
Finish a real project and earn a certificate anyone can verify.
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New to data or technology? These free courses assume no experience.
What data analytics is, how businesses use data to decide, and the core skills you need to start.
Query real business data with SQL, from your first SELECT to window functions, using a logistics company's database.
Clean, analyse and present business data in Excel, from formulas and XLOOKUP to pivot tables and charts.
Learn Python step by step in Google Colab, from your first line of code to variables, text, decisions, lists, loops, dictionaries, functions and errors, ending with a budget tracker project.
Build a data model, write DAX measures and design a dashboard people can use to run a business.
Turn a request into the right change: problem statements, stakeholders, process maps, testable requirements, user stories, KPIs, business cases and acceptance testing, on a real firm's data.
Practise as you learn
The SQL course comes with a practice database for a logistics company: thousands of shipments, customers and payments. Run your query and find out straight away whether your answer is right. Nothing to install.
Try the first lessonSELECT c.company_name,
SUM(s.containers) AS containers
FROM shipments AS s
JOIN customers AS c ON c.customer_id = s.customer_id
WHERE s.booking_date >= '2026-01-01'
GROUP BY c.customer_id, c.company_name
ORDER BY containers DESC
LIMIT 5;Correct. Your result matches the expected answer.
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