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Direct from Microsoft, this Exam Ref is the official study guide for the Microsoft 70-774 Perform Cloud Data Science with Azure Machine Learning certification exam, the second of two exams required for MCSA: Machine Learning certification.
Exam Ref books are official Microsoft exam references that focus on the critical skills and knowledge measured by Microsoft certification exams.
Exam Ref books cover all the skills measured on a specific Microsoft Certification exam. The target audience is the IT professional or developer who has real-world product experience and is preparing for certification.
An Exam Ref book:
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