Why is machine learning 'hard'? 7 minute readThere have been tremendous advances made in making machine learning more accessible over the past few years.Onlinecourseshave emerged, well-written textbooks have gathered cutting edge research into an easier to digest format and countless frameworks have emerged to abstract the low level messiness associated with building machine learning systems. I...
A few days ago Uber published the article “Why Uber Engineering Switched from Postgres to MySQL”. I didn’t read the article right away because my inner nerd told me to do some home improvements instead. While doing so my mailbox was filling up ...
The Deep Learning textbook is a resource intended to help students and practitioners enter the field of machine learning in general and deep learning in particular. The online version of the book is now complete and will remain available online for free. The print version will be available for sale soon.
Notice that Perl requires over sixty seconds to match a 29-character string. The other approach, labeled Thompson NFA for reasons that will be explained later, requires twenty microseconds to match the string. That's not a typo. The Perl graph plots time in seconds, while the Thompson NFA graph plots time in microseconds: the Thompson NFA implementation is a million times faster than Perl when...
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