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Applied AI and ML

Classical machine learning still matters

Classical machine learning remains useful. Many business problems need classification or regression, not a generative model.

Language models can now help people explore data, write the surrounding code, test approaches, and learn the underlying methods. Better AI tools make conventional machine learning more accessible; they do not make it irrelevant.