Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning, 1st edition

Published by Microsoft Press (March 1, 2018) © 2018

  • Ginger Grant
  • Julio Granados
  • Guillermo Fernandez
  • Pau Sempere
  • Javier Torrenteras
  • Paco Gonzalez
  • Tamanaco Francísquez

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ISBN-13: 9780134849683
Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning
Published 2018
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Table of contents

  • Chapter 1 Prepare Data for Analysis in Azure Machine Learning and Export from Azure Machine Learning
  • Skill 1.1 Import and export data to and from Azure Machine Learning
  • Skill 1.2 Explore and summarize data
  • Skill 1.3 Cleanse data for Azure Machine Learning
  • Skill 1.4 Perform feature engineering
  • Chapter 2 Develop Machine Learning Models
  • Skill 2.1 Select an appropriate algorithm or method
  • Skill 2.2 Initialize and train appropriate models
  • Skill 2.3 Validate models
  • Chapter 3: Operationalize and Manage Azure Machine Learning Services
  • Skill 3.1 Deploy models using Azure Machine Learning
  • Skill 3.2 Manage Azure Machine Learning projects and workspaces
  • Skill 3.3 Consume Azure Machine Learning models
  • Skill 3.4 Consume exemplar Cognitive Services APIs
  • Chapter 4 Use Other Services for Machine Learning
  • Skill 4.1 Build and use neural networks with the Microsoft Cognitive Toolkit
  • Skill 4.2 Streamline development by using existing resources
  • Skill 4.3 Perform data sciences at scale by using HDInsights
  • Skill 4.4 Perform database analytics by using SQL Server R Services on Azure

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