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Boosting: Adaboost Algorithm
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Classification Algorithms: Generative and Discriminative Approaches
Explores generative and discriminative classification algorithms, emphasizing their applications and differences in machine learning tasks.
MLPs: Multi-Layer Perceptrons
Introduces Multi-Layer Perceptrons (MLPs) and covers logistic regression, reformulation, gradient descent, AdaBoost, and practical applications.