Web: https://pub.towardsai.net/the-parameters-of-your-model-are-correlated-now-what-3d053f3633f9?source=rss----98111c9905da---4

Sept. 21, 2022, 12:02 a.m. | Kevin Berlemont, PhD

Towards AI - Medium towardsai.net

Image generated using the title as the prompt on Stable Diffusion

You just got yourself a nice set of data, for example, real estate prices with the characteristics of the homes. A question you could ask yourself is: How do I predict the price of a house based on its characteristics?

The first model that comes to mind would be a linear model taking the characteristics as inputs. Let’s say that we have access to the following characteristics:

  • Square footage …

bayesian-statistics data data science machine learning modeling

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