GLM and Statistical Testing IllustratedExplores GLM, statistical testing, neural signals, and signal processing, covering contrasts, multiple comparisons, F-tests, functional connectivity, resting-state fMRI, and multivariate methods.
From signal to observablesCompares gaseous, scintillator, and semiconductor detectors for radiation detection, emphasizing the importance of understanding uncertainties in measurements.
Data Wrangling and AnalysisCovers a homework assignment on data wrangling and analysis using Python's pandas library for real-world datasets.
Evaluation in NLPDelves into NLP evaluation, covering gold standards, precision, recall, and statistical significance.