ML with Coding Agents
For R&D teams adopting AI-assisted coding.
What you will be able to do
- Specify tasks so that an agent's output can be checked.
- Review and verify code written by an agent.
- Recognise and avoid errors that look plausible but are wrong.
- Complete a full ML analysis with an agent, on your own data.
Prerequisites
Python experience, some familiarity with machine learning, and access to a coding agent. Any one will do.
Outline
Duration: 1 day, on-site or remote.
- Morning: specifying tasks, reviewing and verifying agent output, avoiding silent errors
- Afternoon: a full ML analysis done with an agent, on your own data
Sample materials
- Penguin species with Python
- Coral bleaching with R
- Fish survey exercise
- Species photo-identification with Python
More in yoavram/AniML.
Related workshops
Contact
Tell me about your team and what you would like them to be able to do. A few lines are enough to start; I will reply to set up a scoping call.
Email Yoav yoav@yoavram.com