December 2020
Intermediate to advanced
216 pages
4h 17m
English
Content preview from Cloud Computing for Data Analysis
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Chapter 07: Managed Machine
Learning Systems
Jupyter Notebook Workflow
Jupyter notebooks are increasingly the hub in both Data Science and Maine Learning projects.
All major vendors have some form of Jupyter integration. Some tasks orient in the direction of
engineering, and others in the order of science.
jupyter-workflow
An excellent example of a science-focused workflow is the traditional notebook based Data Science
workflow. Data is collected; it could be anything from a SQL query to a CSV file hosted in Github.
168 Chapter 07: Managed Maine Learning ...
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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.