Data Science
Anyone can run a model. A Data Scientist turns data into decisions.
Who it's for
Anyone ready to extract insight, not just extract data.
- Analysts who want to move beyond dashboards into prediction and experimentation.
- Engineers and product people who want to understand what the data actually says.
- Career changers with quantitative backgrounds ready to build a new skill.
What you'll build
A complete data science project with real business impact.
End-to-end pipeline from raw data to deployed model including exploratory analysis, feature engineering, model selection, and a documented business recommendation built on real datasets and shipped as a portfolio case study.
Who it's for
Anyone ready to extract insight, not just extract data.
- Analysts who want to move beyond dashboards into prediction and experimentation.
- Engineers and product people who want to understand what the data actually says.
- Career changers with quantitative backgrounds ready to build a new skill.
- 01Data fundamentals
Python, pandas, SQL, and handling messy real-world data.
- 02Exploration & analysis
Statistical thinking, visualization, and asking the right questions.
- 03Modeling & experimentation
Supervised learning, evaluation, and knowing when your model actually works.
- 04Impact & iteration
A/B testing, communicating findings, and shipping predictions that matter.
Small cohorts, real projects
Work on datasets that matter with feedback every week.
Learn by doing
No theory divorced from practice. Every algorithm lands in your portfolio project.
Taught by practitioners
Learn from people building models at real companies, making real trade-offs.
Leave with proof
A certification and a portfolio piece you can show an employer.
The courses
Pick where you want to build.
Six courses, from your first app to architecting production systems.
Are these live or recorded?
Every course is taught live, online, in a small cohort.
Do I need a technical background?
It depends on the course. Each course page is clear about who it's for.
What do I walk away with?
A recognised certification and a portfolio artifact — the thing you built.