Mathematics of Machine Learning

Do you need to know math to do machine learning? Yes! The big 4 math disciplines that make up machine learning are linear algebra, probability theory, calculus, and statistics. I'm going to cover how each are used by going through a linear regression problem that predicts the price of an apartment in NYC based on its price per square foot. Then we'll switch over to a logistic regression model to change it up a bit. This will be a hands-on way to see how each of these disciplines are used in the field.

Code for this video (with coding challenge):
https://github.com/llSourcell/....math_of_machine_lear

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More learning resources:
https://towardsdatascience.com..../the-mathematics-of-
https://ocw.mit.edu/courses/ma....thematics/18-657-mat
https://www.quora.com/How-do-I....-learn-mathematics-f
https://courses.washington.edu..../css490/2012.Winter/

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