The flagship program · 4 months
SQL, Python and Power BI taught as one practical workflow—from asking a question of the data to communicating an insight that helps someone act.
The connection matters
Then you use that insight to solve a real business problem. Each tool has its place; the work makes the connection.
A guided progression
Each month adds a layer. By the end, you can explain the choices behind an analysis—not only operate the tools.
Find the signal in a database
Learn how relational data is organised and how to ask focused questions across tables. Practise writing queries that are accurate, readable and useful for a business decision.
Databases and tables · SELECT and filtering · Aggregations · Joins · Subqueries and CTEs · Window functions · Data quality
Sales performance · Customer activity · Branch comparisons · Portfolio analysis
Make the data analysis-ready
Use Python as a practical way to repeat analysis, handle larger files and prepare reliable datasets. Pandas and NumPy are introduced in the context of real data tasks.
Python fundamentals · Pandas and NumPy · Cleaning and transformations · Exploratory analysis · Visualisation
Automating reports · Cleaning large datasets · Analysing customer behaviour · Preparing dashboard data
Give people a clear view of performance
Build a considered model, create useful measures and design interactive reports that explain what changed and why it matters.
Power Query · Data modelling and relationships · DAX · KPIs and time intelligence
Interactive dashboards · Choosing useful visualisations · Business storytelling · Presenting the finding
Carry a question all the way through
Bring the workflow together on an end-to-end project: start with a business question, inspect and prepare the data, then communicate what it means.
The finished project is yours to explain and showcase as practical work.
Tools within a wider ecosystem
SQL, Python and Power BI are part of a broader data landscape. The program introduces the connections without promising expertise in every adjacent discipline.
Learn the foundations that help you keep exploring.
Successfully complete the program
Learners who successfully complete the course receive a Vumbua Certificate of Completion: 3-in-1 Data Analytics Program.
Program Investment
The program is taught as one connected learning experience. Monthly pricing reflects the four-month commitment.
Corporate training is available on enquiry; the format and scope can be discussed for your team.
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