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.
Data versioning
As mentioned, machine learning models produce extremely different results depending on the training data you use, the choices of parameters, and the input data. It is essential to be able to reproduce results for collaborative, creative, and compliance reasons:
- Collaboration: Despite what you see on social media, there are no data science and machine learning unicorns (that is, people with knowledge and capabilities in every area of data science and machine learning). We need to have our colleagues' reviews and improve on our work, and this is impossible if they aren't able to reproduce our model results and analyses.
- Creativity: I don't know about you, but I have trouble remembering even what I did yesterday. We can't trust ...
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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.