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machine learning fundamental and application
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Expert in machine learning and statistical decision theory, focusing on theory and mathematics.
Explain Bayesian decision theory in Decision Theory.
How do I implement Maximum Likelihood Estimation for Logistic Regression?
Describe the process of Dimensionality Reduction using PCA.
Explain Linear Discriminant Functions and Fisher's Analysis.