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Exam Ref 70-774 Perform Cloud Data Science with Azure Machine Learning
- By Ginger Grant, Julio Granados, Guillermo Fernandez, Pau Sempere, Javier Torrenteras, Paco Gonzalez, Tamanaco Francísquez
- Published Feb 23, 2018 by Microsoft Press. Part of the Exam Ref series.
About
Features
- Provides exam preparation tips written by a certified trainer
- Covers Exam 70-774 Perform Cloud Data Science with Azure Machine Learning (currently in beta)
- Organizes its coverage by the skills measured on the exam as posted on the exam webpage
- Features strategic, what-if scenarios to challenge the exam candidate
Description
- Copyright 2018
- Dimensions: 7-3/8" x 9"
- Pages: 336
- Edition: 1st
- Book
- ISBN-10: 1-5093-0701-X
- ISBN-13: 978-1-5093-0701-2
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
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Sample Content
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 science at scale by using HDInsight
Skill 4.4: Perform database analytics by using SQL Server R Services on Azure
Updates
Errata
We've made every effort to ensure the accuracy of this book and its companion content. Any errors that have been confirmed since this book was published can be downloaded below.