Lesson 1Ambiguity in Signal FilteringJudging when filtering improves or distorts signals.Start2 Micro-lessonsMicro lesson 1Filtering Under Uncertain NoiseMicro lesson 2Overfitting Filters to Rare Events
Lesson 2Trade-offs in DecodingRecognizing hidden costs in decoding choices.Start2 Micro-lessonsMicro lesson 1Decoding with Incomplete InformationMicro lesson 2Ignoring Edge Cases in Decoding
Lesson 3Limits of OptimizationKnowing when further optimization harms reliability.Start2 Micro-lessonsMicro lesson 1Optimization Beyond System LimitsMicro lesson 2Delayed Failure from Excessive Tuning