Stream 01 · Approximately 30 minutes
Structured long-form teaching, sequenced into modules. Each lesson ends with key concepts, vocabulary and the questions you should be able to answer.
Every measurement is a translation. This lesson follows a physical quantity from the world, through a transducer and an analog front end, into numbers you can trust — and shows exactly where that trust is won or lost.
One diagram, seven layers. From a physical phenomenon through the analog front end, converter, preprocessing, features and embeddings, into a model and finally a decision that moves an actuator — and the failure mode that lives in each layer.
Looking for the full domain map? Open the curriculum map.