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A Course in Machine Learning

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In text, center sphere from Figure 3.16 is identified as "red sphere." As explanation continues, it is referred to instead as a "blue sphere."

Dear, While reading your online book, I've come across four typing errors in chapter 10. On page 3 you wrote ''the'' two times in a row: "The second hidden unit...

In the Math Review section, first line of the last paragraph says "expections" instead of "expectations".

Hi, In chapter 3: Geometry and Nearest Neighbors, The figure 3.19 `knn:mnsit histogram of distances in multiple D for mnist` is not showing up. Could you please check and link...

The algorithm shown on top of page 53 doesn't match the equation on the previous page. I believe the equation needs to be multiplied by 1/(n+1). The derivation is in...

I think the norm of formula 16.16 (page 190), 16.22 (page 191) and line16 in algorithm 38 (page 192) should be squared. That is for example for formula 16.22: ![image](https://user-images.githubusercontent.com/49111832/55300158-1702f300-53eb-11e9-83b7-1d6ea72f0305.png)

This commit fixes a small number of typos in Chapter 4.

Paragraph at the bottom: "The is actually a bad idea."

Title of math review reads, "Expectated Values" instead of "Expected Values".

I think it's a typo it should be classified negative but is classified positive due to noise.