machine learning fundamental and application
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Expert in machine learning and statistical decision theory, focusing on theory and mathematics.
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- 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.
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