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Overview

<p aria-level="1" paraeid="{eee6b7ed-c628-4554-bfaf-a651f934868f}{134}" paraid="334772353" role="heading"><span style="font-family:segoe ui;"><span style="font-size:14px;">Welcome to the <strong>Implementing and Azure Data Solution</strong> course. </span></span></p>

<p paraeid="{eee6b7ed-c628-4554-bfaf-a651f934868f}{152}" paraid="750156290"><span style="font-family:segoe ui;"><span style="font-size:14px;">In this three-day course learners will <strong>implement various data platform technologies</strong> into solutions that are in line with business and technical requirements including <strong>on-premises, cloud, and hybrid </strong>data scenarios incorporating both relational and No-SQL data. They will also learn how to process data using a range of technologies and languages for both streaming and batch data.  </span></span></p>

<p paraeid="{eee6b7ed-c628-4554-bfaf-a651f934868f}{172}" paraid="1974288660"><span style="font-family:segoe ui;"><span style="font-size:14px;"> <br />
The learner will also explore how to implement data security including authentication, authorization, data policies and standards. They will also define and implement data solution monitoring for both the data storage and data processing activities. Finally, they will manage and troubleshoot <strong>Azure data solutions</strong> which includes <strong>the optimization and disaster recovery of big data</strong>, batch processing and streaming data solutions. </span></span></p>

<p paraeid="{eee6b7ed-c628-4554-bfaf-a651f934868f}{190}" paraid="724548523"><span style="font-family:segoe ui;"><span style="font-size:14px;"><strong>Job role: </strong>Data Engineer </span></span></p>

<p><span style="font-size:18px;"><span style="font-family:segoe ui;"><strong>Features & Benefits</strong></span></span></p>

<ul>
	<li><span style="font-size:14px;"><span style="font-family:segoe ui;"><span style="font-size:14px;"><span style="font-family:segoe ui;"><span style="font-size:14px;"><span style="font-family:segoe ui;"><span style="font-family:segoe ui;"><span style="font-size:14px;">This is an authorised <strong>Microsoft Official Course (MOC),</strong> a preparation course for <a href="https://docs.microsoft.com/en-us/learn/certifications/exams/dp-200" rel="noreferrer noopener" target="_blank">Exam DP-200: Implementing an Azure Data Solution certification.</a> </span></span></span></span></span></span></span></span></li>
</ul>

<ul>
	<li><span style="font-size:14px;"><span style="font-family:segoe ui;"><span style="font-size:14px;"><span style="font-family:segoe ui;">Learners will gain confidence to take <strong>role-based courses</strong> and <strong>certifications.</strong></span></span><strong> </strong></span></span></li>
	<li><span style="font-size:14px;"><span style="font-family:segoe ui;"><span style="font-size:14px;"><span style="font-family:segoe ui;">An <strong>additional fee</strong> is payable for exam vouchers. </span></span></span></span></li>
	<li><span style="font-size:14px;"><span style="font-family:segoe ui;">Take full advantage of our new <strong>Hybrid Learning</strong> by attending <strong>on campus</strong> or <strong>virtually.</strong> Have all your classes ready to be <strong>downloaded</strong> and <strong>watched</strong>, anytime, anywhere. <a href="https://learnfast.co.za/pgs-153-hybrid-learning.html">(Read More)</a></span></span></li>
</ul>

<ul>
	<li><span style="font-size:14px;"><span style="font-family:segoe ui;"><span style="font-size:14px;"><span style="font-family:segoe ui;">Attendees will learn practical skills which can be applied in the work environment.  </span></span></span></span></li>
</ul>

Duration

Career Options

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Admission Requirements

<p paraeid="{a6c6d9eb-6bf1-4eb2-ab72-f88d094c66f3}{125}" paraid="516858196"><span style="font-family:segoe ui;"><span style="font-size:14px;">Successful learners start this course with knowledge of cloud computing and core data concepts and professional experience with data solutions. </span></span></p>

<p paraeid="{a6c6d9eb-6bf1-4eb2-ab72-f88d094c66f3}{135}" paraid="2014300496"><span style="font-family:segoe ui;"><span style="font-size:14px;">Specifically completing: </span></span></p>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="158" role="listitem">
	<div paraeid="{a6c6d9eb-6bf1-4eb2-ab72-f88d094c66f3}{145}" paraid="279636976"><span style="font-family:segoe ui;"><span style="font-size:14px;"><a href="https://learnfast.co.za/tcp-2_30_613-microsoft-azure-fundamentals-az-900t00-a-.html" rel="noreferrer noopener" target="_blank">AZ-900 - Azure Fundamentals</a> </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="158" role="listitem">
	<div paraeid="{a6c6d9eb-6bf1-4eb2-ab72-f88d094c66f3}{153}" paraid="136979198"><span style="font-family:segoe ui;"><span style="font-size:14px;"><a href="https://learnfast.co.za/tcp-2_30_615-microsoft-azure-data-fundamentals-dp-900t00-a-.html" rel="noreferrer noopener" target="_blank">DP-900 - Microsoft Azure Data Fundamentals</a> </span></span></div>
	</li>
</ul>

Important Notes

<ul>
	<li paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{216}" paraid="804321541">
	<div><span style="font-size:14px;"><span style="font-family:segoe ui;">Learners to arrive at the training venue from 08:00 in preparation for 08:30 starting time </span></span></div>
	</li>
	<li paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{239}" paraid="1182152953">
	<div><span style="font-size:14px;"><span style="font-family:segoe ui;">Bookings are only confirmed upon receipt of the proof of payment or an official company purchase order. </span></span></div>
	</li>
	<li paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{246}" paraid="1081372771">
	<div><span style="font-size:14px;"><span style="font-family:segoe ui;">For full day, on campus courses, Learnfast will supply you with a computer to use for training (if applicable),& tea/coffee and a full lunch. Catering is not included for On-Site training and laptops are available for hire at an additional cost if required. </span></span></div>
	</li>
	<li paraeid="{26e6d177-3407-4691-8028-5cc092366fd8}{22}" paraid="1309175345">
	<div><span style="font-size:14px;"><span style="font-family:segoe ui;">Cancellation or rescheduling requests must be in writing and reach us via email at least 5-10 working days prior to the course commencement date. Full course fees will be retained for no shows. </span></span></div>
	</li>
	<li paraeid="{26e6d177-3407-4691-8028-5cc092366fd8}{29}" paraid="880286382">
	<div><span style="font-size:14px;"><span style="font-family:segoe ui;">Virtual learners are required to have a stable internet connection & a working headset available for sound purposes.  </span></span></div>
	</li>
	<li paraeid="{26e6d177-3407-4691-8028-5cc092366fd8}{36}" paraid="2124695199">
	<div><span style="font-size:14px;"><span style="font-family:segoe ui;">Learners who use their own laptops are fully responsible to ensure that administration rights, software installations, etc. are working sufficiently prior to training. </span></span></div>
	</li>
	<li paraeid="{26e6d177-3407-4691-8028-5cc092366fd8}{51}" paraid="2134258061">
	<div><span style="font-size:14px;"><span style="font-family:segoe ui;">Learnfast reserves the right to cancel or postpone dates if we require to do so and undertake to inform clients in writing and telephonically of these changes. </span></span></div>
	</li>
	<li paraeid="{26e6d177-3407-4691-8028-5cc092366fd8}{60}" paraid="1561849529">
	<div><span style="font-size:14px;"><span style="font-family:segoe ui;">Learnfast is not responsible for costs associated with cancellation of classes such as flight and accommodation for clients. </span></span></div>
	</li>
</ul>

CourseOutline

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 1: Azure for the Data Engineer </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">This module explores how the world of data has evolved and how cloud data platform technologies are providing new opportunities for business to explore their data in different ways. The student will gain an overview of the various data platform technologies that are available, and how a Data Engineers role and responsibilities has evolved to work in this new world to an organization benefit. </span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="168" role="listitem">
	<div paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{234}" paraid="913268861"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain the evolving world of data </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="168" role="listitem">
	<div paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{241}" paraid="1775590898"><span style="font-size:14px;"><span style="font-family:segoe ui;">Survey the services in the Azure Data Platform </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="168" role="listitem">
	<div paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{248}" paraid="964817445"><span style="font-size:14px;"><span style="font-family:segoe ui;">Identify the tasks that are performed by a Data Engineer </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="4" data-font="Symbol" data-leveltext="" data-listid="168" role="listitem">
	<div paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{255}" paraid="1228093473"><span style="font-size:14px;"><span style="font-family:segoe ui;">Describe the use cases for the cloud in a Case Study </span></span></div>
	</li>
</ul>

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 2: Working with Data Storage </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">This module teaches the variety of ways to store data in Azure. The Student will learn the basics of storage management in Azure, how to create a Storage Account, and how to choose the right model for the data you want to store in the cloud. They will also understand how data lake storage can be created to support a wide variety of big data analytics solutions with minimal effort. </span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="151" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{31}" paraid="1944012173"><span style="font-size:14px;"><span style="font-family:segoe ui;">Choose a data storage approach in Azure </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="151" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{38}" paraid="1467753424"><span style="font-size:14px;"><span style="font-family:segoe ui;">Create an Azure Storage Account </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="151" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{45}" paraid="1349962365"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain Azure Data Lake storage </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="4" data-font="Symbol" data-leveltext="" data-listid="151" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{52}" paraid="2017653958"><span style="font-size:14px;"><span style="font-family:segoe ui;">Upload data into Azure Data Lake </span></span></div>
	</li>
</ul>

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 3: Enabling Team Based Data Science with Azure Databricks </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">This module introduces students to Azure Databricks and how a Data Engineer works with it to enable an organization to perform Team Data Science projects. They will learn the fundamentals of Azure Databricks and Apache Spark notebooks; how to provision the service and workspaces and learn how to perform data preparation task that can contribute to the data science project. </span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="170" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{83}" paraid="2037435667"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain Azure Databricks </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="170" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{90}" paraid="2004372949"><span style="font-size:14px;"><span style="font-family:segoe ui;">Work with Azure Databricks </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="170" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{97}" paraid="1565445888"><span style="font-size:14px;"><span style="font-family:segoe ui;">Read data with Azure Databricks </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="4" data-font="Symbol" data-leveltext="" data-listid="170" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{104}" paraid="862461727"><span style="font-size:14px;"><span style="font-family:segoe ui;">Perform transformations with Azure Databricks </span></span></div>
	</li>
</ul>

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 4: Building Globally Distributed Databases with Cosmos DB </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">In this module, students will learn how to work with NoSQL data using Azure Cosmos DB. They will learn how to provision the service, and how they can load and interrogate data in the service using Visual Studio Code extensions, and the Azure Cosmos DB .NET Core SDK. They will also learn how to configure the availability options so that users are able to access the data from anywhere in the world.</span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="171" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{137}" paraid="1350453823"><span style="font-size:14px;"><span style="font-family:segoe ui;">Create an Azure Cosmos DB database built to scale </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="171" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{144}" paraid="401815141"><span style="font-size:14px;"><span style="font-family:segoe ui;">Insert and query data in your Azure Cosmos DB database </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="171" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{151}" paraid="1752857743"><span style="font-size:14px;"><span style="font-family:segoe ui;">Build a .NET Core app for Cosmos DB in Visual Studio Code </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="4" data-font="Symbol" data-leveltext="" data-listid="171" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{158}" paraid="1040799951"><span style="font-size:14px;"><span style="font-family:segoe ui;">Distribute your data globally with Azure Cosmos DB </span></span></div>
	</li>
</ul>

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 5: Working with Relational Data Stores in the Cloud </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">In this module, students will explore the Azure relational data platform options including SQL Database and SQL Data Warehouse. The student will be able explain why they would choose one service over another, and how to provision, connect and manage each of the services. </span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="172" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{191}" paraid="1176521821"><span style="font-size:14px;"><span style="font-family:segoe ui;">Use Azure SQL Database </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="172" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{198}" paraid="1612601781"><span style="font-size:14px;"><span style="font-family:segoe ui;">Describe Azure SQL Data Warehouse </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="172" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{205}" paraid="124023133"><span style="font-size:14px;"><span style="font-family:segoe ui;">Creating and Querying an Azure SQL Data Warehouse </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="4" data-font="Symbol" data-leveltext="" data-listid="172" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{212}" paraid="861778658"><span style="font-size:14px;"><span style="font-family:segoe ui;">Use PolyBase to Load Data into Azure SQL Data Warehouse </span></span></div>
	</li>
</ul>

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 6: Performing Real-Time Analytics with Stream Analytics </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">In this module, students will learn the concepts of event processing and streaming data and how this applies to Events Hubs and Azure Stream Analytics. The students will then set up a stream analytics job to stream data and learn how to query the incoming data to perform analysis of the data. Finally, you will learn how to manage and monitor running jobs. </span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="173" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{245}" paraid="605121670"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain data streams and event processing </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="173" role="listitem">
	<div paraeid="{05c31e3c-48c0-4b3e-9662-b588190d9760}{252}" paraid="1266492569"><span style="font-size:14px;"><span style="font-family:segoe ui;">Data Ingestion with Event Hubs </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="173" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{4}" paraid="452062261"><span style="font-size:14px;"><span style="font-family:segoe ui;">Processing Data with Stream Analytics Jobs </span></span></div>
	</li>
</ul>

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 7: Orchestrating Data Movement with Azure Data Factory </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">In this module, students will learn how Azure Data factory can be used to orchestrate the data movement and transformation from a wide range of data platform technologies. They will be able to explain the capabilities of the technology and be able to set up an end to end data pipeline that ingests and transforms data. </span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="174" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{37}" paraid="721481681"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain how Azure Data Factory works </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="174" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{44}" paraid="1576862051"><span style="font-size:14px;"><span style="font-family:segoe ui;">Azure Data Factory Components </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="174" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{51}" paraid="1311445593"><span style="font-size:14px;"><span style="font-family:segoe ui;">Azure Data Factory and Databricks </span></span></div>
	</li>
</ul>

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 8: Securing Azure Data Platforms </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">In this module, students will learn how Azure provides a multi-layered security model to protect your data. The students will explore how security can range from setting up secure networks and access keys, to defining permission through to monitoring across a range of data stores. </span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="176" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{84}" paraid="1481121565"><span style="font-size:14px;"><span style="font-family:segoe ui;">An introduction to security </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="176" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{91}" paraid="1641976664"><span style="font-size:14px;"><span style="font-family:segoe ui;">Key security components </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="176" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{98}" paraid="851935697"><span style="font-size:14px;"><span style="font-family:segoe ui;">Securing Storage Accounts and Data Lake Storage </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="4" data-font="Symbol" data-leveltext="" data-listid="176" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{105}" paraid="718014852"><span style="font-size:14px;"><span style="font-family:segoe ui;">Securing Data Stores </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="5" data-font="Symbol" data-leveltext="" data-listid="176" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{112}" paraid="1888868244"><span style="font-size:14px;"><span style="font-family:segoe ui;">Securing Streaming Data </span></span></div>
	</li>
</ul>

<div><strong><span style="font-size:14px;"><span style="font-family:segoe ui;">Module 9: Monitoring and Troubleshooting Data Storage and Processing </span></span></strong></div>

<div><span style="font-size:14px;"><span style="font-family:segoe ui;">In this module, the student will get an overview of the range of monitoring capabilities that are available to provide operational support should there be issue with a data platform architecture. They will explore the common data storage and data processing issues. Finally, disaster recovery options are revealed to ensure business continuity. </span></span></div>

<ul role="list">
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="1" data-font="Symbol" data-leveltext="" data-listid="175" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{149}" paraid="1429134140"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain the monitoring capabilities that are available </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="2" data-font="Symbol" data-leveltext="" data-listid="175" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{156}" paraid="27099588"><span style="font-size:14px;"><span style="font-family:segoe ui;">Troubleshoot common data storage issues </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="3" data-font="Symbol" data-leveltext="" data-listid="175" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{163}" paraid="310894099"><span style="font-size:14px;"><span style="font-family:segoe ui;">Troubleshoot common data processing issues </span></span></div>
	</li>
	<li aria-setsize="-1" data-aria-level="1" data-aria-posinset="4" data-font="Symbol" data-leveltext="" data-listid="175" role="listitem">
	<div paraeid="{8df200c5-ebf6-4674-9de1-9747d3292863}{170}" paraid="2126810116"><span style="font-size:14px;"><span style="font-family:segoe ui;">Manage disaster recovery </span></span></div>
	</li>
</ul>

Available Exams and Certifications

<p paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{79}" paraid="413941652"><span style="font-size:14px;"><span style="font-family:segoe ui;">On completion the learner will earn:   </span></span></p>

<ul>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{95}" paraid="725911956"><span style="font-size:14px;"><span style="font-family:segoe ui;"><strong>Certificate of Completion</strong> from Microsoft </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{106}" paraid="253507786"><span style="font-size:14px;"><span style="font-family:segoe ui;"><a href="https://docs.microsoft.com/en-us/learn/certifications/exams/dp-200"><span style="color:#FFF0F5;"><strong>Microsoft Certified: Implementing an Azure Data Solution</strong></span></a><span style="color:#FFF0F5;"> </span>upon successful pass of the certification exam. </span></span><span style="font-size:14px;"><span style="font-family:segoe ui;"></span></span></li>
</ul>

<p paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{125}" paraid="1283062853"><em><span style="font-size:14px;"><span style="font-family:segoe ui;">Note: All certificates are electronically issued. </span></span> </em></p>

Articulation Options

Outcomes

<p paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{151}" paraid="506398719"><span style="font-size:14px;"><span style="font-family:segoe ui;">Upon completion of this course, learners will have acquired these skills </span></span></p>

<ul>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{168}" paraid="497137443"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain the evolving world of data </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{175}" paraid="1610316269"><span style="font-size:14px;"><span style="font-family:segoe ui;">Survey the services in the Azure Data Platform </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{182}" paraid="1300327549"><span style="font-size:14px;"><span style="font-family:segoe ui;">Identify the tasks that are performed by a Data Engineer </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{189}" paraid="2032912066"><span style="font-size:14px;"><span style="font-family:segoe ui;">Describe the use cases for the cloud in a Case Study </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{196}" paraid="1234682520"><span style="font-size:14px;"><span style="font-family:segoe ui;">Choose a data storage approach in Azure </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{203}" paraid="1578178403"><span style="font-size:14px;"><span style="font-family:segoe ui;">Create an Azure Storage Account </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{210}" paraid="1354434165"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain Azure Data Lake Storage </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{217}" paraid="838048259"><span style="font-size:14px;"><span style="font-family:segoe ui;">Upload data into Azure Data Lake </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{224}" paraid="1158071047"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain Azure Databricks </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{231}" paraid="796184414"><span style="font-size:14px;"><span style="font-family:segoe ui;">Work with Azure Databricks </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{238}" paraid="792988477"><span style="font-size:14px;"><span style="font-family:segoe ui;">Read data with Azure Databricks </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{245}" paraid="1617944212"><span style="font-size:14px;"><span style="font-family:segoe ui;">Perform transformations with Azure Databricks </span></span></li>
	<li paraeid="{ea29b8b7-ab90-4f94-b1e3-a7065a1a1aef}{252}" paraid="29727165"><span style="font-size:14px;"><span style="font-family:segoe ui;">Create an Azure Cosmos DB database built to scale </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{4}" paraid="346532135"><span style="font-size:14px;"><span style="font-family:segoe ui;">Insert and query data in your Azure Cosmos DB database </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{11}" paraid="2131814196"><span style="font-size:14px;"><span style="font-family:segoe ui;">Distribute your data globally with Azure Cosmos DB </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{18}" paraid="19739196"><span style="font-size:14px;"><span style="font-family:segoe ui;">Use Azure SQL Database </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{25}" paraid="1038927282"><span style="font-size:14px;"><span style="font-family:segoe ui;">Describe Azure Data Warehouse </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{32}" paraid="1063846745"><span style="font-size:14px;"><span style="font-family:segoe ui;">Creating and Querying an Azure SQL Data Warehouse </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{39}" paraid="984764362"><span style="font-size:14px;"><span style="font-family:segoe ui;">Using PolyBase to Load Data into Azure SQL Data Warehouse </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{46}" paraid="1960574916"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain data streams and event processing </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{53}" paraid="921696618"><span style="font-size:14px;"><span style="font-family:segoe ui;">Data Ingestion with Event Hubs </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{60}" paraid="792736012"><span style="font-size:14px;"><span style="font-family:segoe ui;">Processing Data with Stream Analytics Jobs </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{67}" paraid="825076623"><span style="font-size:14px;"><span style="font-family:segoe ui;">Azure Data Factory and Databricks </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{74}" paraid="1075533831"><span style="font-size:14px;"><span style="font-family:segoe ui;">Azure Data Factory Components  </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{81}" paraid="1947000455"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain how Azure Data Factory works </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{88}" paraid="1782321817"><span style="font-size:14px;"><span style="font-family:segoe ui;">An introduction to security </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{95}" paraid="497183616"><span style="font-size:14px;"><span style="font-family:segoe ui;">Key security components </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{102}" paraid="2063778022"><span style="font-size:14px;"><span style="font-family:segoe ui;">Securing Storage Accounts and Data Lake Storage </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{109}" paraid="867117215"><span style="font-size:14px;"><span style="font-family:segoe ui;">Securing Data Stores </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{116}" paraid="1639332184"><span style="font-size:14px;"><span style="font-family:segoe ui;">Securing Streaming Data </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{123}" paraid="1188032818"><span style="font-size:14px;"><span style="font-family:segoe ui;">Explain the monitoring capabilities that are available </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{130}" paraid="845476017"><span style="font-size:14px;"><span style="font-family:segoe ui;">Troubleshoot common data storage issues </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{137}" paraid="1702008028"><span style="font-size:14px;"><span style="font-family:segoe ui;">Troubleshoot common data processing issues </span></span></li>
	<li paraeid="{cee17734-7335-4d83-85c9-516c44d69959}{144}" paraid="1515244202"><span style="font-size:14px;"><span style="font-family:segoe ui;">Manage disaster recovery </span></span></li>
</ul>

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