Data and analytics
Data Analyst
Also called: Junior Data Analyst, Business Data Analyst, Reporting Analyst
Answers business questions with data: queries, spreadsheets, statistics and dashboards that managers use.
- Skill Packs
- 11
- Class hours
- 181 (of 300, foundation optional)
- At 6 hours a week
- about 8 months
- Free certifications
- 16
- Library resources
- 67
- Interview questions
- 139
✓ All 133 lessons expert reviewed
Your route. Skip any foundation pack whose outcomes you already have at work. Start at the core skills, build the capstone on a problem from your own job, and add an industry pack for your sector.
Industry 5.0 · this path teaches 0 of 3 pillars
+ 🤝 Human-centred: add I50-HUM+ 🌱 Sustainable: add I50-SUS+ 🛡️ Resilient: add I50-RES
1. Foundation
4 packs · 119 hours
The base every pack after it builds on. Skip a pack here if you already do this at work.
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1
Excel and spreadsheets for analysis DAT-01 Beginner
26 hours 11 lessons 📚 6 library resources ✓ Expert reviewed ❓ 10 interview questions
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2
SQL and databases FND-03 Beginner
32 hours 13 lessons 🎓 3 free certifications 📚 8 library resources ✓ Expert reviewed ❓ 16 interview questions
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3
Statistics and probability DAT-03 Beginner
24 hours 10 lessons 📚 8 library resources ✓ Expert reviewed ❓ 11 interview questions
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4
Python programming FND-01 Beginner
37 hours 15 lessons 🎓 4 free certifications 📚 8 library resources ✓ Expert reviewed ❓ 18 interview questions
2. Core skills
3 packs · 71 hours
The skills the job is made of.
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5
Data wrangling with NumPy and pandas DAT-02 Beginner
27 hours 11 lessons 🎓 1 free certification 📚 8 library resources ✓ Expert reviewed ❓ 11 interview questions
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6
Data visualisation, metrics and storytelling DAT-04 Beginner
18 hours 8 lessons 🎓 2 free certifications 📚 7 library resources ✓ Expert reviewed ❓ 8 interview questions
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7
Business intelligence with Power BI, Fabric and Tableau DAT-05 Beginner
26 hours 10 lessons 🎓 1 free certification 📚 6 library resources ✓ Expert reviewed ❓ 10 interview questions
3. Specialise
2 packs · 60 hours
The depth that sets you apart in interviews.
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8
Generative AI at work: Copilot, ChatGPT, AI agents and no-code automation WRK-01 Beginner
28 hours 17 lessons 🎓 2 free certifications 📚 8 library resources ✓ Expert reviewed ❓ 8 interview questions
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9
Machine learning ML-01 Beginner
32 hours 14 lessons 🎓 2 free certifications 📚 8 library resources ✓ Expert reviewed ❓ 15 interview questions
4. Prove it
2 packs · 50 hours
A capstone project, then portfolio, resume and interview practice.
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10
Capstone project CAP-01 Advanced
24 hours 9 lessons ✓ Expert reviewed ❓ 8 interview questions
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11
Career readiness: portfolio, resume and interviews CAR-01 Beginner
26 hours 15 lessons 🎓 1 free certification ✓ Expert reviewed ❓ 24 interview questions
Add your edge
Optional packs that make you the candidate for a particular sector or degree.
Your industry · Pick the sector you want to work in.
Sign up free to see the free certifications and interview preparation for this role
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