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You're reading from  Automated Machine Learning

Product typeBook
Published inFeb 2021
Reading LevelBeginner
PublisherPackt
ISBN-139781800567689
Edition1st Edition
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Author (1)
Adnan Masood
Adnan Masood
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Adnan Masood

Adnan Masood, PhD is an artificial intelligence and machine learning researcher, visiting scholar at Stanford AI Lab, software engineer, Microsoft MVP (Most Valuable Professional), and Microsoft's regional director for artificial intelligence. As chief architect of AI and machine learning at UST Global, he collaborates with Stanford AI Lab and MIT CSAIL, and leads a team of data scientists and engineers building artificial intelligence solutions to produce business value and insights that affect a range of businesses, products, and initiatives.
Read more about Adnan Masood

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Summary

In this chapter, you learned how to get started with the Microsoft Azure platform, the ML services ecosystem capabilities, and learned about Microsoft's AI and ML offerings. You were also briefed on different capabilities within the Azure platform, such as collaborative notebooks, drag and drop ML, MLOPS, RStudio integration, reinforcement learning, enterprise-grade security, automated ML, data labeling, autoscaling compute, integration with other Azure services, responsible ML, and cost management. Finally, to test your newly discovered Azure superpowers, you configured, built, deployed, and tested a classification web service using an Azure Machine Learning notebook.

In the next chapter, we will further dive into using the automated ML features of the Azure Machine Learning service.

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Automated Machine Learning
Published in: Feb 2021Publisher: PacktISBN-13: 9781800567689

Author (1)

author image
Adnan Masood

Adnan Masood, PhD is an artificial intelligence and machine learning researcher, visiting scholar at Stanford AI Lab, software engineer, Microsoft MVP (Most Valuable Professional), and Microsoft's regional director for artificial intelligence. As chief architect of AI and machine learning at UST Global, he collaborates with Stanford AI Lab and MIT CSAIL, and leads a team of data scientists and engineers building artificial intelligence solutions to produce business value and insights that affect a range of businesses, products, and initiatives.
Read more about Adnan Masood