January 2018
Beginner to intermediate
316 pages
7h 14m
English
Content preview from Feature Engineering Made Easy
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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.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.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.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.
Feature learning – using AI to better our AI
The cherry on top, a cherry powered by the most sophisticated algorithms used today in the automatic construction of features for the betterment of machine learning and AI pipelines.
The previous chapter dealt with automatic feature creation using mathematical formulas, but once again, in the end, it is us, the humans, that choose the formulas and reap the benefits of them. This chapter will outline algorithms that are not in and of themselves a mathematical formula, but an architecture attempting to understand and model data in such a way that it will exploit patterns in data in order to create new data. This may sound vague at the moment, but we hope to get you excited about it!
We will focus ...
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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.
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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.