Hands-on analysis workshops
Single-cell, spatial and multi-omic analysis, taught on the pipelines we run, with public data or your own.
Research groups · cores · R&D teams
Trust LayerEducation and capability transferScoped on request
Build the capability, not just the result.
AI and multi-omics are changing biomedical research faster than training can keep up. We teach research groups, companies, journals and funders to use these tools well, check them rigorously and run them in-house.
Example curriculum · four days
Hands-on- D1Design, the unit of analysis, power
- D2Single-cell analysis, end to end
- D3Working with AI scientists: grounding and verification
- D4Evaluating AI: hallucination and security tests
Illustration. Every programme is built with you.
Six programmes
Taught by the scientists who build Padma and run the evaluations, on real data.
AI scientists in practice
How to work with AI scientists and agents: checking every number, catching hallucination, keeping analyses reproducible and data safe.
Scientists · students · lab heads
Evaluating biomedical AI
Build an evaluation harness for the AI your team adopts: hallucination, security, calibration, and how to read a benchmark critically.
Biotech and pharma R&D · data science
Reviewer and editor training
Where pseudoreplication, leakage, benchmark contamination and invented citations hide, and the questions that expose them.
Journals · funders · review panels
Capability transfer
We set up reproducible pipelines, standard operating procedures and evaluation inside your organisation, train your people to run them, then step back.
Institutes · companies · consortia
Safety for automated laboratories
Approvals, device limits, fail-closed behaviour and audit for laboratories adopting automation and AI agents.
Laboratory managers · automation teams
Formats
- Live online cohorts
- Small groups, hands-on, across time zones.
- On-site intensives
- Two to five days at your institute or company.
- Embedded teaching
- A scientist with your team over months, on your real projects.
- Custom curricula
- Built around your data, your disease area and your tools.
What stays with you
- Your team runs the analysis and checks the AI themselves
- Materials, code and notebooks are yours to keep
- Reproducible pipelines and SOPs in place, documented
- A shared standard for what counts as evidence
Open access, as our charter requires
BioMedsAI is a public benefit corporation. Teaching materials are shared openly where we can, and under-resourced laboratories receive access on terms they can meet.
Plan a workshop or a capability programme.
Tell us who is learning and what they need to do afterwards. We design the programme around it.