Data Science Solutions on Azure: The Rise of Generative AI and Applied AI

© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2024

J. Soh, P. SinghData Science Solutions on Azurehttps://doi.org/10.1007/979-8-8688-0914-9_9

9. Azure AI Services

Julian Soh¹   and Priyanshi Singh²

(1)

Seattle, WA, USA

(2)

Danville, CA, USA

 

In the first edition of this book, we focused on the science in data science. We discussed statistical methods, machine learning, data preparation, and how models are created, updated, and maintained through MLOps (machine learning operations).

In this edition, not only have we been focusing on generative AI, but we are also now going to look at applied AI as well. Applied AI is the consumption end of data science, where we are not going to worry about model creation and maintenance, ...