SQL & Databases
Querying, joining and modelling relational data.
Technical Track
Turn data into decisions
Python, SQL, statistics, machine learning and AI - a project-based path from spreadsheets to production models.
Overview
From first query to first model
Data skills compound across every industry. This programme builds from SQL and Python fundamentals through statistics, visualisation and machine learning - always on real, messy datasets.
You'll finish with deployed projects on your GitHub and the storytelling skills to present findings to non-technical stakeholders.
PythonSQLMLPortfolio
- Project-based - real datasets, deployed notebooks, GitHub portfolio.
- Modern stack - Python, pandas, scikit-learn and cloud notebooks.
- AI included - LLM fundamentals and practical prompt engineering.
- Storytelling - dashboards and presentations that land with executives.
Curriculum
The complete data path
Python for Data
pandas, NumPy and reproducible analysis.
Statistics & Viz
Hypothesis testing and compelling visualisation.
Machine Learning
Regression, classification and model evaluation.
AI & LLMs
Working effectively with modern AI tooling.
Capstone
End-to-end project from raw data to presentation.
16wkProgramme length
5Portfolio projects
RealIndustry datasets
LiveMentor support
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