February 2018
Intermediate to advanced
240 pages
4h 41m
English
Content preview from Big Data Demystified
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Chapter 8
Implementing data science – analytics, algorithms and machine learning
‘The formulation of a problem is often more essential than its solution … To raise new questions, new possibilities, to regard old problems from a new angle requires creative imagination and marks real advances in science.’ —Albert Einstein in The Evolution of Physics
Four types of analytics
It’s quite possible that your biggest initial wins will be from very basic applications of analytics. Analytics can be extremely complex, but it can also be very simple, and the most basic of applications are sometimes the most valuable. The preliminary tasks of collecting and merging data from multiple sources, cleaning the data and summarizing the results in a well-designed ...
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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.