English | 2018 | ISBN: 1789131952 | 340 Pages | EPUB | 13.32 MB

Hands-On Machine Learning with Azure: Build powerful models with cognitive machine learning and artificial intelligence

Implement machine learning, cognitive services, and artificial intelligence solutions by leveraging Azure cloud technologies

Key Features
Learn advanced concepts in Azure ML and the Cortana Intelligence Suite architecture
Explore ML Server using SQL Server and HDInsight capabilities
Implement various tools in Azure to build and deploy machine learning models
Book Description
Implementing Machine learning (ML) and Artificial Intelligence (AI) in the cloud had not been possible earlier due to the lack of processing power and storage. However, Azure has created ML and AI services that are easy to implement in the cloud. Hands-On Machine Learning with Azure teaches you how to perform advanced ML projects in the cloud in a cost-effective way.

The book begins by covering the benefits of ML and AI in the cloud. You will then explore Microsoft’s Team Data Science Process to establish a repeatable process for successful AI development and implementation. You will also gain an understanding of AI technologies available in Azure and the Cognitive Services APIs to integrate them into bot applications. This book lets you explore prebuilt templates with Azure Machine Learning Studio and build a model using canned algorithms that can be deployed as web services. The book then takes you through a preconfigured series of virtual machines in Azure targeted at AI development scenarios. You will get to grips with the ML Server and its capabilities in SQL and HDInsight. In the concluding chapters, you’ll integrate patterns with other non-AI services in Azure