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Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning

2018
Addison Wesley (Hersteller)
978-0-13-484964-5 (ISBN)
38,30 inkl. MwSt
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Prepare for Microsoft Exam 70-774-and help demonstrate your real-world mastery of performing key data science activities with Azure Machine Learning services. Designed for experienced IT professionals ready to advance their status, Exam Ref focuses on the critical thinking and decision-making acumen needed for success at the MCSA level.








Focus on the expertise measured by these objectives:



Prepare data for analysis in Azure Machine Learning and export from Azure Machine Learning
Develop machine learning models
Operationalize and manage Azure Machine Learning Services
Use other services for machine learning













This Microsoft Exam Ref:





Organizes its coverage by exam objectives
Features strategic, what-if scenarios to challenge you
Assumes you are familiar with Azure data services, machine learning concepts, and common data science processes









About the Exam



Exam 70-774 focuses on skills and knowledge needed to prepare data for analysis with Azure Machine Learning; find key variables describing your data's behavior; develop models and identify optimal algorithms; train, validate, deploy, manage, and consume Azure Machine Learning Models; and leverage related services and APIs.






About Microsoft Certification



Passing this exam as well as Exam 70-773: Analyzing Big Data with Microsoft R earns your MCSA: Machine Learning certifi?cation, demonstrating your expertise in operationalizing Microsoft Azure machine learning and Big Data with R Server and SQL R Services.






See full details at: microsoft.com/learning



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 science at scale by using HDInsight



Skill 4.4: Perform database analytics by using SQL Server R Services on Azure

Erscheint lt. Verlag 28.2.2018
Reihe/Serie Exam Ref
Verlagsort Boston
Sprache englisch
Themenwelt Informatik Betriebssysteme / Server Windows
Informatik Weitere Themen Hardware
Informatik Weitere Themen Zertifizierung
ISBN-10 0-13-484964-7 / 0134849647
ISBN-13 978-0-13-484964-5 / 9780134849645
Zustand Neuware
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