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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