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A Course in Machine Learning

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In the third paragraph, the text states: "Suppose, however, that our measurement of the width was computed in millimeters (instead of centimeters)." However, in the previous paragraph it was stated...

In the last paragraph before section 2.8 on page 28, the sentence starting with "A large part of 'debugging' is missing a parenthesis. The full sentence is as follows: A...

Misspelled activation as "activiation" in paragraphs 2 and 3 of page 42. In the 3rd paragraph of page 43, the text says "algorithm 4.2" twice when it should say "algorithm...

pg. 16, you spelled respect wrong (spelled repsect) pg. 24 "goes [to] infinity" instead of "goes do infinity". Also, what is fig 2.3? pg. 28 "some better for our time"...

> the blue sphere lies entirely within the cube (cube = square) that > contains the grey spheres The figure 3.16 and previous text said the sphere is red, and...

In the PDF version of the book (both the full book, and the individual chapter 3 PDF), figure 3.19 (knn:mnist : histogram of distances in multiple D for mnist) just...

I'm not sure if you read these, but Eqn 11.9 has a "square of the l2 norm" , i.e., ||a - b||^2 form. But Eqn 11.10, expands it as ||a||^2...

There's a typo in the paragraph near the end of page 34: (like the **bounary** between Arizona and Utah)

Last paragraph on the page has a typo: "This was the classifier than magically know the data distribution D,"

![image](https://user-images.githubusercontent.com/10293775/39848601-e30e8322-53d5-11e8-989c-6fb0992b1cda.png) "bsaic" should be spelled "basic"