September 2017
Beginner to intermediate
304 pages
7h 2m
English
Content preview from Machine Learning With Go
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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.
Linear regression
Linear regression is one of the most simple machine learning models. However, you should not dismiss this model by any means. As mentioned previously, it is an essential building block that is utilized in other models, and it has some very important advantages.
As discussed throughout this book, integrity in machine learning applications is crucial, and the simpler and more interpretable a model is, the easier it is to maintain integrity. In addition, because the model is simple and interpretable, it allows you to understand inferred relationships between variables and check your work mentally as you develop. In the words of Mike Lee Williams from Fast Forward Labs (in http://blog.fastforwardlabs.com/2017/08/02/interpretability.html ...
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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.