Practical workshops for data and analytics teams
I design and deliver focused workshops that help teams make better decisions from data. Each workshop is built around real business problems, not abstract theory, and can be delivered remotely or in-person, for half-day or full-day sessions.
I've spoken at PyData Global and the BP Causal Inference Symposium, and taught research methods, experimental design, and quantitative reasoning to undergraduate and postgraduate students across 15 years in UK higher education. These workshops are built on the same principle: rigorous ideas explained clearly, with practical takeaways your team can use immediately.
Causal Inference for Business Decision Making
The problem
Most organisations can measure what happened but struggle to answer why, or what would have happened differently. Without causal reasoning, analysis that looks rigorous can still point in the wrong direction.
What I cover
- How to frame business questions as causal questions, not just measurement questions
- Confounding and why it undermines decisions based on observational data
- Directed acyclic graphs (DAGs) as a practical tool for analysts and strategists
- Quasi-experimental methods: difference-in-differences, regression discontinuity, synthetic control
- Hands-on implementation in Python with CausalPy (technical track)
Outcome
Teams can evaluate whether a claimed effect is genuinely causal, design analyses that support defensible decisions, and push back on conclusions that overreach the data.
Best for
Data scientists, analysts, ML engineers, data science managers, and business strategists who commission or consume data analysis
Tailored to your team
The workshop can be adapted for your team's technical level, industry context, and specific challenges. Combinations and custom topics are welcome.
Flexible format
Half-day, full-day, or multi-day. Remote or in-person. I'll work with you to find the format that fits your team's schedule.
For any level
From leaders with no coding background to senior data scientists, each workshop is pitched to the audience.
Pricing
| Format | Duration | From |
|---|---|---|
| Remote | Half-day | £2,500 |
| Remote | Full-day | £4,000 |
| In-person | Full-day | £5,500 + travel |
| Multi-day programme | Custom | On request |
All workshops are priced per team, not per head, for groups of up to 10–15 people. Group size, customisation, and repeat bookings are all factored into final pricing.
Enquire about an industry workshop
Tell me about your team and what you're looking for. I'll respond within two business days.