Deep Learning with PyTorch
*PyTorch* is the library most deep learning research and much production work is now written in. This course teaches you to build and train networks with it on your own data, and to judge whether...
Geospatial Machine Learning
Build machine learning models on spatial data, where the location of an observation carries information that ordinary models throw away. Over three days you classify multispectral satellite...
Intermediate Software Engineering with AI Agents
A coding agent will hand you code that looks right, reads well and passes a cursory glance. Whether it is right is a separate question, and answering it is engineering work. *Effective Vibe Coding...
Machine Learning in Python
Machine learning is a set of methods for making predictions from data, and *scikit-learn* is the library most Python teams use to apply them. This course takes you from the Python language itself...
Open Office Hour — Q&A on Machine Learning
An hour with a senior trainer to answer your machine learning questions. There is no syllabus: the session is whatever the people in it need. Bring a model that is misbehaving, ask which approach...
Effective Vibe Coding for Beginners
Vibe coding means describing what you want in plain language and steering an agent, rather than writing every line yourself. It is fast, and the result is only as good as your steering. This...
Custom Training
Need training tailored to your specific requirements? We design and deliver customised courses for teams, covering exactly the topics you need at your preferred pace and depth.
Our Training Philosophy
Practitioners, Not Presenters
Your trainer has built and shipped these systems, and can answer the questions that come up when yours does not behave.
You Write the Code
Every course is hands-on in Python. You train the models yourself and leave with working code you understand.
Judgement, Not Just Method
Knowing when a technique is the wrong choice matters as much as knowing how to run it. We teach both.
Ongoing Support
Post-course support and resources, so the work continues once you are back at your desk.