Overview
I design and deliver training programmes for organisations that need more than generic slide decks. The goal is to help teams apply data, analytics, and AI in their day-to-day work, whether the audience is technical, managerial, or mixed.
My teaching work includes in-company programmes, executive education, guest lectures, master-level modules, and custom workshops. Sessions can be delivered in person, live online, or in blended formats.
Topics I teach
- Data literacy for business and marketing teams
- Analytics strategy and KPI design
- SQL, data modelling, and data preparation
- Power BI, Tableau, and dashboard design
- Python for data analysis and machine learning
- Supervised learning, model evaluation, and experimentation
- Applied AI, LLM use cases, and responsible adoption
- GA4, GTM, and measurement planning
Typical training outcomes
- A curriculum adapted to your team level and business context
- Slides, labs, exercises, and worked solutions
- Office hours or follow-up sessions to resolve real implementation blockers
- A documented learning path that internal teams can reuse after the engagement
Formats
- Intensive workshops from a half day to several days
- Multi-week internal academies
- Masterclasses for leadership teams
- University or business-school teaching modules
- Train-the-trainer sessions for internal enablement teams
Best fit
This service is a good fit when your team needs to build capability quickly, align on common methods, or move from theory to applied execution in analytics, BI, machine learning, or AI.