Data Science and Machine Learning (Theory and Projects) A to Z - Dimensionality Reduction: The Curse of Dimensionality

The video discusses probability distributions in machine learning, focusing on Bayes Theorem and its application in classification. It compares generative and discriminative modeling, highlighting the curse of dimensionality and its impact on data requirements. The video concludes with an introduction to dimensionality reduction techniques, specifically PCA.

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