Data ScienceAnalyse, visualise and explain data that drives decisions.

Data Science Bootcamp

From messy data to a decision a business acts on, six times.

Comfortable with spreadsheets; Python is taught from block one.

1. Week 1Data Quality CheckA pandas script that profiles a dataset for missing values, duplicates and outliers
2. Weeks 1–2Data inAn analysis of a real dataset with a published notebook and a one-page finding
3. Week 3Hypothesis TestA notebook that runs one hypothesis test on real data and states the result plainly

Data Engineering with AI Bootcamp

Pipelines, warehouses and quality checks, with agents doing the grunt work.

SQL and Python; some backend or analytics experience.

1. Week 1CSV LoaderA Python job that loads daily CSV files into a SQL table without duplicate rows
2. Weeks 1–2PipelinesAn orchestrated pipeline with backfill, running on a schedule
3. Week 3Star SchemaA star schema with one fact table and three dimensions, built from raw tables

Data Analyst with AI Bootcamp

SQL, dashboards and AI-assisted analysis that answer a manager's question with evidence.

Comfortable with spreadsheets; no code or SQL needed.

1. Week 1Spreadsheet to TableA messy spreadsheet cleaned and loaded into a SQL table with five answered queries
2. Weeks 1–2Spreadsheets to SQLA cleaned dataset and ten answered business questions in SQL, published
3. Week 3Cleaning LogA pandas notebook that cleans one dataset and logs every change it makes

Analytics Engineer Bootcamp

SQL, modelling and AI-assisted analysis that a finance team trusts.

Some SQL; spreadsheets fluency.

1. Week 1Query LibraryA library of ten SQL queries over a real schema, each with a documented purpose
2. Weeks 1–2SQL masteryA reporting layer over a real schema, deployed
3. Week 3Staging ModelsA set of staging models that rename, cast and test raw tables