May 2020
Intermediate to advanced
404 pages
10h 52m
English
Content preview from Hands-On Python Deep Learning for the Web
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Airflow
As an effective ML practitioner, you will need to programmatically handle workflows such as the previous one and be able to automate them, as well. Airflow provides you with a platform to efficiently do this. This link—https://airflow.apache.org—is an excerpt taken from Airflow's official website. Airflow is a platform used to programmatically author, schedule, and monitor workflows.
The main advantage of this is that tasks represented on Directed Acyclic Graphs (DAGs) can easily be distributed across available resources (often known as workers). It also makes it easier to visualize your entire workflow and this turns out to be very helpful, especially when a workflow is very complicated. If you need a refresher on DAGs, the article ...
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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.
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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.