May 2023
Intermediate to advanced
416 pages
9h 54m
English
Content preview from Data Analytics in the AWS Cloud
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CHAPTER 9Machine Learning at Scale
In this chapter, we'll explore the various solutions that AWS offers in the field of machine learning and artificial intelligence, with a strong focus on Amazon SageMaker, since it is a product that offers ultimate flexibility.
If you are reading this book, there is a good chance you are creating a data platform with large quantities of data (terabytes, petabytes, and beyond). Therefore, training ML models on large volumes of data on a personal development machine is neither practical nor ideal.
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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.