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Fantasy Football Analytics
Fantasy Football is a place where there's got to be lots of analytics to be done. Surprinsingly, there's not much out there in the academic literature, nor are there any good products out there. I'm going to build some models to help me win.
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Linear Regression from Scratch
First post in a series of posts on machine learning from scratch. We're starting with linear regression. In this post, we'll build a simple linear regression model and discuss a simple metric commonly used to evaluate model performance.
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MLfrom Scratch
Prologue to a series of posts on machine learning from scratch. In here, I'll discuss the pedagogical approach I'm taking to teaching machine learning. This is meant to be a series that would be useful for someone who has a basic understanding of machine learning and wants to learn more about the inner workings of the models.