Follow how one 24-hour drug cap on a fresh stump turns a scarring wound into 18 months of patterned leg growth, and how cell voltage marks where organs go. Ass…
CRISPR gene editing lets you choose the right editor for a change and predict what the cell does next. You learn how a bacterial defence became a cutter you ca…
Read a Raman scattering spectrum as a molecular fingerprint and choose how to measure it. You learn to predict Raman-active vibrations from symmetry, trade Ram…
Ship a feature in Conceptual's Django codebase. Learn models, views and template partials, DRF endpoints, HTMX fragments with Cotton components and Alpine stat…
Query Conceptual's catalog, authenticate with a token and drive the MCP learning loop from Python. Learn HTTP and the requests library, read an OpenAPI spec, c…
Walk into the Austin Python Users Group talk already knowing how Django swaps HTMX fragments, composes Cotton components and keeps client state in Alpine. You …
Explain how a tiny excess of one mirror-image molecule can grow into near-pure handedness. Learn chirality and enantiomeric excess, asymmetric catalysis, nonli…
Explain how a cubic kilometre of Antarctic ice detects neutrinos from distant galaxies. Learn what neutrinos are, where cosmic ones are made, how Cherenkov lig…
Explain how central banks use interest-rate rules and expectations to calm booms and recessions. Learn the household, labour-market and price-setting foundatio…
Make a language model emit output that always parses, from JSON to a full grammar, and know when the format costs accuracy. You learn to mask tokens with autom…
Software development with AI assistants (a.k.a Agents). Build then verify, Reduce hallucinations then verify, Create Evals and verify the evaluations. Can you…
Design electronic hardware that survives its mission by knowing how parts fail, how long they last, and what to do about it. You learn electrical reliability e…
Use the Fourier transform to take a signal apart into its frequencies and trust what it shows, from an audio track to an MRI scan. You learn how sampling rate …
Bayesian inference takes you from a prior and a likelihood to a posterior you can summarize, test with a posterior predictive check, and compare. You learn whe…