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Metrics for ClassificationCovers sampling, cross-validation, quantifying performance, optimal model determination, overfitting detection, and classification sensitivity.
Filtering and Sampling of SignalsExplores filtering signals with a moving average filter and the process of sampling, emphasizing the importance of signal reconstruction from samples.
Data Issues in ResearchExplores challenges in data assumptions, biases, and more in research, including incomplete write-ups and frustrations of newcomers.
Signals, Instruments, and Systems Log in to Mediaspace to watch this videoExplores signals, instruments, and systems, covering ADC, Fourier Transform, sampling, signal reconstruction, aliasing, and anti-alias filters.