March 2020
Beginner to intermediate
342 pages
8h 38m
English
Content preview from Programming Machine Learning
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The Echidna Dataset
Do you remember the concept of a decision boundary, introduced back in Tracing a Boundary? Soon enough, you’ll see how a neural network’s decision boundary changes as you add a fourth layer. For that purpose, I prepared a dataset that’s twisty, but also easy to visualize. Here it is:
This dataset has two input variables and two classes, visualized here as squares and triangles. If you happen to be a fan of marsupials, you might notice that the dataset happens to be shaped like an echidna:[23]
My wife and I still remember an ...
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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.