Logistic Regression is a variant of linear regression where dependent or output variable is categorical, i.e. it takes out of a few possible discrete values. Don't be confused by the name logistic regression, it's a classification algorithm.
In particular, we can use it for binary classificati...
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Keshav DhandhaniaMachine Learning @ MIT (2014). DM me for 1-on-1 mentorship (paid). · 6w
This short 5-part course provides a review of math topics for machine learning (linear algebra and statistics). It also teaches the Python NumPy library, which is used to handle vector and matrices in Python.
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Mathematics review (Linear Algebra and Statistics)
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jQuery is cross-browser compatible. This means that when you run your code, the output will remain the same, independent of the browser. It won't change from one browser to another.
In this tutorial you'll learn about a special type of functions — callbacks.
We will also look at pre-loading static assets like scripts, images and stylesheets into the browsers cache so that they can be instantly fetched from the cache which is a lot faster than downloading from a remote URL.
Let's get started!
Set-up for this tutorial
For this tutorial, to ensure that everyone sees similar results and is able to run the code properly, we will change some settings in Google Chrome.
Open up the console using Ctrl + Shift + J. In the top bar there is a tab called Network. Click on it. You should see: