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Hypothesis testing 2: two sample t-test

Posted on August 3, 2018August 25, 2018 by Alex

In a previous post, we introduced the basic terminology of hypothesis testing.  We also wanted…

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Basic hypothesis testing. Null vs alternative hypothesis. Type 1, Type 2 errors, and p-values.

Posted on August 1, 2018August 24, 2018 by Alex

Here we’ll go over the fundamental concepts of hypothesis testing.  Generally we want to test…

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Good fundamentals MOOCs for machine learning and statistics

Posted on July 28, 2018August 24, 2018 by Alex

In a previous post, I mentioned some books that are useful if you want to…

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The Problem of Multicollinearity in Linear Regression

Posted on July 1, 2018September 4, 2020 by Alex

Here we’ll talk about multicollinearity in linear regression. This occurs when there is correlation among…

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What should someone starting a PhD in machine learning know?

Posted on July 30, 2017December 14, 2018 by Alex

I saw a question like this Quora, and have been meaning to start a blog…

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