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Linear Regression

mlu-explain.github.io · 2,588 words · saved by 2 readers

A visual, interactive explanation of linear regression for machine learning.

MLU-EXPLAIN A Visual Introduction To (Almost) Everything You Should Know Jared Wilber, September 2022 Linear Regression is a simple and powerful model for predicting a numeric response from a set of one or more independent variables. This article will focus mostly on how the method is used in machine learning, so we won't cover common use cases like causal inference or experimental design. And although it may seem like linear regression is overlooked in modern machine learning's ever-increasing world of complex neural network architectures, the algorithm is still widely used across a…

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