Data Analyst
Analyze data, create insights, and build dashboards that drive business decisions.
Foundations
Build a strong foundation in modern web development before moving into advanced technologies.
Clean, analyse and visualise data in Excel — formulas, pivot tables, lookups and dashboards.
Excel for Data Analytics
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Query and shape data with SQL — SELECT, aggregations, windows, joins and advanced filtering.
MySQL Complete
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Start with Python — syntax, data structures, functions and the zen of writing clean, expressive code.
Python Programming
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Manipulate data at scale in Python with NumPy arrays and the pandas DataFrame.
Python for Data Analytics
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Core Skills
Apply your foundations to build real projects with modern frameworks and tools.
Turn numbers into insight with charts and dashboards — Matplotlib, Plotly and analytical design.
Python for Data Analytics
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Build interactive business dashboards and reports that tell a clear data story.
Advanced
Master production-grade skills and deploy real-world applications.
Learn the statistical foundations of data work — distributions, sampling, correlation and hypothesis testing.
Apply the full workflow end-to-end: cleaning, exploring, visualising and presenting your findings.