July 2019
Beginner
320 pages
9h 45m
English
Content preview from Data Science Strategy For Dummies
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Chapter 18
Realizing the Infrastructure
IN THIS CHAPTER
Understanding what it means to realize a data infrastructure
Identifying the key infrastructure elements for success
Utilizing automation to drive speed and efficiency
Creating a collaborative workspace to increase data science productivity
Data plays a key role in every use case of data science, although the type of data used can vary. For example, innovation can be fueled by having machine learning models find insights in the large amounts of data being generated by businesses. In fact, it’s possible for a business to cultivate an entirely new way of thinking inside the organization, based on data science alone, if management pushes in that direction. The key is understanding the role that data plays at every step in the data science workflow and how the infrastructure must be designed and operated to maximize utilization of the data as well as enable high data science productivity. In this chapter, I help you focus on how all the pieces need to come together to realize a productive data infrastructure supporting your data ...
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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.