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A Course in Machine Learning

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- Fix typos in `complex.tex` - Removing dependencies section since there are no dependencies in previous chapters

> For $\beta = 1$, this reduces to the standard f-measure. For $\beta = 0$, it > focuses entirely on `recall` and for $\beta \rightarrow \inf$ it focuses entirely on...

In Equation 11.1 on the fourth row, it says > x3x1, x3x2, x^23, . . . , x2xD It should > be x3x1, x3x2, x^23, . . . , x3xD

"what action did the expect take at that point in time" should be "what action did the expert take at that point in time"

…e Theorem. In the book, there is a conclusion that ||w(k) ||^2 ≤ k. Then later it is referred to sometimes as ||w(k) ||^2 ≤ sqrt(k) and sometimes ||w(k) ||...

Page 146 second to last paragraph change is to in but is covered well is external sources. to but is covered well in external sources.

All the figures 5.4 - 5.14, not visible.

Error page 92 http://ciml.info/dl/v0_99/ciml-v0_99-ch07.pdf "Namely R(norm)(w, b) = ||w|| =q∑d w2d. This function is convex and smooth, which makes it easy to minimize." However, this function is not smooth at...