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Hands-On Machine Learning with Azure

You're reading from  Hands-On Machine Learning with Azure

Product type Book
Published in Oct 2018
Publisher Packt
ISBN-13 9781789131956
Pages 340 pages
Edition 1st Edition
Languages
Authors (5):
Thomas K Abraham Thomas K Abraham
Profile icon Thomas K Abraham
Parashar Shah Parashar Shah
Profile icon Parashar Shah
Jen Stirrup Jen Stirrup
Profile icon Jen Stirrup
Lauri Lehman Lauri Lehman
Profile icon Lauri Lehman
Anindita Basak Anindita Basak
Profile icon Anindita Basak
View More author details
Toc

Table of Contents (14) Chapters close

Preface 1. AI Cloud Foundations 2. Data Science Process 3. Cognitive Services 4. Bot Framework 5. Azure Machine Learning Studio 6. Scalable Computing for Data Science 7. Machine Learning Server 8. HDInsight 9. Machine Learning with Spark 10. Building Deep Learning Solutions 11. Integration with Other Azure Services 12. End-to-End Machine Learning 13. Other Books You May Enjoy

Azure Machine Learning Studio

Azure Machine Learning Studio is an ML-as-a-Service platform for creating custom machine learning (ML) models. Azure ML Studio is a great tool for beginners who perhaps have some experience of consuming machine learning models and who would like to gain a deeper understanding of the training process. It offers more flexibility than the Cognitive Services APIs and an easy-to-learn development environment. The GUI does not require any programming and allows the user to concentrate on building ML models as efficiently as possible. Azure ML Studio is also a useful tool for more experienced AI developers who have a fairly simple problem at hand and need to get results quickly.

Azure ML Studio consists of two separate services: a Studio Workspace and Studio Web Services. Both of these services also include the backend computational resources needed for...

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