Strategies to Combat Noise SourcesCovers strategies to combat noise sources in electronics measurements and explores techniques to mitigate noise and improve measurement accuracy.
Supervised Learning EssentialsIntroduces the basics of supervised learning, focusing on logistic regression, linear classification, and likelihood maximization.
OFDM Channel EstimationExplores OFDM channel estimation for wireless receivers, emphasizing the importance of accurate estimation in wireless communication systems.
Sparse RegressionCovers the concept of sparse regression and the use of Gaussian additive noise in the context of MAP estimator and regularization.