January 2025
Intermediate to advanced
698 pages
16h 48m
English
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Chapter 8: Machine Learning in the Cloud and Edge Computing
As the volume of data continues to grow exponentially and artificial intelligence becomes increasingly prevalent, organizations are rapidly transitioning their machine learning workflows to cloud-based solutions. Leading cloud platforms such as Amazon Web Services (AWS), Google Cloud Platform (GCP), and Microsoft Azure offer comprehensive infrastructure and services that significantly streamline the processes of training, deploying, and scaling machine learning models. These platforms provide a wealth of resources and tools that enable data scientists and developers to focus on model development rather than infrastructure management.
In this chapter, we will explore the following key topics: ...
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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.