July 2016
Beginner to intermediate
462 pages
9h 14m
English
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Strength in numbers is the reason why large countries tend to be more successful than small countries. That doesn't mean that a person in a large country has a better life. But for the big picture, the individual person doesn't matter that much, just like in an ensemble of decision trees the results of a single tree can be ignored if we have enough trees.
In the context of classification, we define weak learners as learners that are just a little better than a baseline such as randomly assigning classes. Although weak learners are weak individually, like ants, together they can do amazing things just like ants can.
It makes sense to take into account the strength of each individual learner using weights. This general ...
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O’Reilly covers everything we've got, with content to help us build a world-class technology community, upgrade the capabilities and competencies of our teams, and improve overall team performance as well as their engagement.Julian F.
I wanted to learn C and C++, but it didn't click for me until I picked up an O'Reilly book. When I went on the O’Reilly platform, I was astonished to find all the books there, plus live events and sandboxes so you could play around with the technology.Addison B.
I’ve been on the O’Reilly platform for more than eight years. I use a couple of learning platforms, but I'm on O'Reilly more than anybody else. When you're there, you start learning. I'm never disappointed.Amir M.
I'm always learning. So when I got on to O'Reilly, I was like a kid in a candy store. There are playlists. There are answers. There's on-demand training. It's worth its weight in gold, in terms of what it allows me to do.