Tale Research runs custom training engagements for research groups, clinical teams, and graduate cohorts — scoped to your project, your data, and the methods you actually plan to ship. Hands-on with the same stack that runs NeuroSentinel and Vexis.
Most computational-neuroscience training is generic Python, generic ML, and generic neuroimaging — taught well by lots of places. Our training is different because it sits on top of two production research platforms and the open methods underneath them.
Engagements are scoped to your team's actual project. We bring the toolchain (SynthSeg, MNE-Python, the Vexis EEG pipeline, the open 205-subject normative cohort) and the experience of shipping it into clinical environments. Your team leaves with code that runs on your data, not a notebook that ran on a toy dataset.
FreeSurfer SynthSeg, MNE-Python, and the spectral methods that power our platforms — not a curated demo dataset and a Jupyter notebook. Your team works with the same tools the platforms ship on.
Engagements can use our open 205-subject normative MRI cohort, the live NeuroSentinel demo build, and worked examples from real Vexis sessions. No hand-waving about how it would work in practice.
Every engagement is built backwards from what your team actually needs to ship. Half-day workshop, multi-week intensive, or ongoing methodology review — the format follows the goal, not a fixed curriculum.
Most courses end at "here's a model that works on the test set." We cover the harder mile — IRB- and IT-friendly deployment, traceable outputs, on-prem inference, and the operational discipline a research pipeline needs in clinical environments.
The format follows the goal. Pick the one that maps to where your team is, and we'll scope the curriculum, dataset, and depth to fit.
Half-day to two-day intensive on a single topic
For research groups or clinical teams that want a focused crash course on one method or one tool. We bring a worked example, you bring your data and your questions. Everyone leaves with running code and a shared vocabulary.
A scoped curriculum delivered over weeks, around your project
For teams with a real project — a study they're running, a pipeline they're building, a paper they're targeting — and a need for sustained methodology support. We map a curriculum to your milestones and deliver it remotely or on-site.
Embedded support, methodology review, and code review on retainer
For groups with a longer arc — a multi-year study, a pipeline that needs to keep evolving, or a clinical partnership where the methodology has to hold up under scrutiny. We embed alongside your team and stay through publication and deployment.
Tell us what you're working on. We'll come back with a scope, a sample agenda, and a plain-English quote within a week — no commitment, no boilerplate.