While there may always seem to be something new, cool, and shiny in the field of AI/ML, classic statistical methods that leverage machine learning techniques remain powerful and practical for solving many real-world business problems.
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Source: https://www.kdnuggets.com/2021/08/3-reasons-linear-regression-instead-neural-networks.html