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…
Solar panel manufacturing chemistry shows how solar panels are made, from quartz sand to a rooftop module, and what each step costs air, water and climate. You…
Reading mass spectra lets you work from raw m/z peaks back to a molecular formula and a structure you can defend. You learn to find the molecular ion peak, pin…
Use NMR spectroscopy to solve an unknown structure from its molecular formula and spectra, justifying every assignment you make. You learn to turn chemical shi…
Read a claim about perovskite solar cells and tell a lab result from a panel that will last on a roof. You learn what precursor ink chemistry decides, why pero…
PID tuning by hand fixes overshoot, oscillation and integral windup in a loop that hunts or never reaches setpoint, no Laplace needed. You learn to read proces…