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                    <h1>Microsoft Certified Azure Data Engineer Associate (DP-203)</h1>
                    <h2>Master data platform design, implementation, monitoring, and optimization to excel in Data Engineering on Microsoft Azure (DP-203) certification.</h2>
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                                                                <p><strong>Learning Objectives:</strong> Gain in-depth knowledge of the structure and certification objectives of DP-203 to excel as an Azure Data Engineer. Learn strategies to maximize Azure's free tier for 12 months.</p>                                                            </div>
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                                                                                                                        <span class="curi-num"> 2. </span>
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                                                                <p><strong>Learning Objectives:</strong> Become a proficient Azure user and Data Engineer by mastering Azure Subscription creation, resource management, and budgeting; exploring Data Engineer's role and technologies; and developing skills in ML modeling and deployment with FastAPI and MLOps.</p>                                                            </div>
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<li>How to Create Azure Subscription</li>
<li>Azure Portal Overview</li>
<li>How to Delete Resources and Set Budget</li>
<li>How Did Data Engineer Profile Evolve</li>
<li>Understand Data Engineer's Role and Responsibility</li>
<li>Explore Data Engineer Technologies</li>
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                                                                                                                        <span class="curi-num"> 3. </span>
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                                                                <p><strong>Learning Objectives:</strong> Master Azure Storage Services, provisioning, redundancy, access tiers, File Share and Disk Storage. Explore Cosmos DB, Data Lake evolution. Compare Blob Storage and Data Lake, examine security. Differentiate HA and DR concepts, explore HA/DR options for Azure Storage and Cosmos DB.</p>                                                            </div>
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                                                                            <span class="heading-title">Topics</span>
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<li>Overview of Azure Storage Services</li>
<li>Demo Provision Azure Storage Account</li>
<li>Explore Data Redundancy Options</li>
<li>Overview Azure Blob Storage</li>
<li>Learn about Azure Storage Access Tiers</li>
<li>Overview Azure Table Storage</li>
<li>Overview of Azure Queue Storage</li>
<li>Understand Azure File Share Storage</li>
<li>Demo Azure File Share Storage</li>
<li>Azure Disk Storage and Demo</li>
<li>Explore Cosmos DB and its Various Features</li>
<li>What is Data Lake?</li>
<li>How Data Lake Gen 2 Evolved</li>
<li>Azure Blob Storage vs Azure Data Lake</li>
<li>Explore Azure Blob and Data Lake Security Options</li>
<li>High Availability vs Disaster Recovery</li>
<li>Azure Storage - HA and DR Options</li>
<li>Cosmos DB - HA and DR Options</li>
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                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse4">Data Storage Relational Data Stores</a>
                                                                                                                        <span class="curi-num"> 4. </span>
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                                                                <p><strong>Learning Objectives:</strong> Acquire comprehensive expertise in Azure SQL and Synapse Analytics, including their features, architecture comparison, pool creation, data analysis, and security measures such as data masking and encryption.</p>                                                            </div>
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                                                                                                                                        <ul>
<li>Module Introduction</li>
<li>Features of Azure SQL</li>
<li>Explore Azure SQL and its Various Features</li>
<li>Learn the Difference between Traditional vs Modern Warehouse Architecture</li>
<li>What is Synapse Analytics Service</li>
<li>Demo: Create Dedicated SQL Pool</li>
<li>Demo: Connect Dedicated SQL Pool with SSMS</li>
<li>Demo: Create Azure Synapse Analytics Studio Workspace</li>
<li>Demo: Explore Synapse Studio</li>
<li>Demo: Create Dedicated SQL Pool and Spark Pool</li>
<li>Demo: Analyse Data using Dedicated SQL Pool</li>
<li>Demo: Analyse Data using Apache Spark Notebook</li>
<li>Demo: Analyse Data using Serverless SQL Pool</li>
<li>Demo: Data Factory from Synapse Analytics Studio</li>
<li>Demo: Monitor Synapse Studio</li>
<li>Explore Azure Synapse and its Various Features</li>
<li>Understand the Scaling Azure Datawarehouse</li>
<li>Azure SQL Datawarehouse Backup and Restore</li>
<li>Azure Database vs Azure Datawarehouse (Synapse Data Pool)</li>
<li>How to Implement Data Masking</li>
<li>Learn to Encrypt Data at Rest and in Motion</li>
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                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse5">Batch Processing [Design and Develop Data Processing]</a>
                                                                                                                        <span class="curi-num"> 5. </span>
                                                        </div>
                                                        <div id="collapse5" class="card-body collapse " data-parent="#curriculum-accordion">
                                                            <div class="topic-summary editor-content">
                                                                <p><strong>Learning Objectives:</strong> Master the fundamentals of Azure Data Factory and Azure Databricks, including their features, provisioning, data access, data processing, Spark Basics, cluster exploration, and other essential components.</p>                                                            </div>
                                                                                                                            <div class="topic-covered editor-content">
                                                                                                                                            <div class="topic-covered-top">
                                                                            <span class="heading-title">Topics</span>
                                                                                                                                                    </div>
                                                                                                                                        <ul>
<li>Introduction</li>
<li>Explore Azure Data Factory and its Features</li>
<li>What is Azure Databricks</li>
<li>Demo Overview</li>
<li>Demo: Provision Databricks, Clusters and Workbook</li>
<li>Demo: Mount Data Lake to Databricks DBFS</li>
<li>Demo: Explore, Analyze, Clean, Transform and Load Data in Databricks</li>
<li>Learn About Spark Basics</li>
<li>Explore Azure Databricks Clusters</li>
<li>Azure Databricks Other Important Components</li>
</ul>                                                                </div>
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                                                        <div class="card-header">
                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse6">Streaming Analytics [Design and Develop Data Processing]</a>
                                                                                                                        <span class="curi-num"> 6. </span>
                                                        </div>
                                                        <div id="collapse6" class="card-body collapse " data-parent="#curriculum-accordion">
                                                            <div class="topic-summary editor-content">
                                                                <p><strong>Learning Objectives:</strong> Master Azure Stream Analytics and Windowing Functions for real-time data processing. Learn to configure input and output, use different window types (Tumbling, Hopping, Sliding, and Session), and process Blob Storage and IOT Hub Input.</p>                                                            </div>
                                                                                                                            <div class="topic-covered editor-content">
                                                                                                                                            <div class="topic-covered-top">
                                                                            <span class="heading-title">Topics</span>
                                                                                                                                                    </div>
                                                                                                                                        <ul>
<li>Module Introduction</li>
<li>What is Live Event Processing</li>
<li>Introducing Azure Stream Analytics (Configure Input and Output)</li>
<li>Introduction to Windowing Functions</li>
<li>What is Tumbling Window</li>
<li>What is Hopping Window</li>
<li>What is Sliding Window</li>
<li>What is Session Window</li>
<li>Demo: Processing Blob Storage Input</li>
<li>Demo: Processing IOT Hub Input</li>
</ul>                                                                </div>
                                                                                                                    </div>
                                                    </div>
                                                                                                                                                        <div class="card">
                                                        <div class="card-header">
                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse7">Monitor Data Storage</a>
                                                                                                                        <span class="curi-num"> 7. </span>
                                                        </div>
                                                        <div id="collapse7" class="card-body collapse " data-parent="#curriculum-accordion">
                                                            <div class="topic-summary editor-content">
                                                                <p><strong>Learning Objectives:</strong> Master the implementation of Azure Monitor service to efficiently monitor and optimize various Azure resources, including Blob and Data Lake Storage, Azure Synapse Analytics, and Cosmos DB.</p>                                                            </div>
                                                                                                                            <div class="topic-covered editor-content">
                                                                                                                                            <div class="topic-covered-top">
                                                                            <span class="heading-title">Topics</span>
                                                                                                                                                    </div>
                                                                                                                                        <ul>
<li>Module Introduction</li>
<li>Intro to Azure Monitor Service</li>
<li>Demo: Azure Monitor Service</li>
<li>Implementing Blob and Data Lake Storage Monitoring</li>
<li>Implement Azure Synapse Analytics Monitoring</li>
<li>Implement Cosmos DB Monitoring</li>
</ul>                                                                </div>
                                                                                                                    </div>
                                                    </div>
                                                                                                                                                        <div class="card">
                                                        <div class="card-header">
                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse8">Monitor Data Processing</a>
                                                                                                                        <span class="curi-num"> 8. </span>
                                                        </div>
                                                        <div id="collapse8" class="card-body collapse " data-parent="#curriculum-accordion">
                                                            <div class="topic-summary editor-content">
                                                                <p><strong>Learning Objectives:</strong> Learn to effectively monitor and optimize Data Factory pipelines, Azure Databricks for big data analytics, and Stream Analytics for real-time data processing using various monitoring tools like metrics, alerts, and diagnostic settings.</p>                                                            </div>
                                                                                                                            <div class="topic-covered editor-content">
                                                                                                                                            <div class="topic-covered-top">
                                                                            <span class="heading-title">Topics</span>
                                                                                                                                                    </div>
                                                                                                                                        <ul>
<li>Module Introduction</li>
<li>Monitor Data Factory Pipelines</li>
<li>Monitor Data Factory - Metrics, Alerts, Diagnostic Settings</li>
<li>Monitor Azure Databricks</li>
<li>Monitor Stream Analytics</li>
</ul>                                                                </div>
                                                                                                                    </div>
                                                    </div>
                                                                                                                                                        <div class="card">
                                                        <div class="card-header">
                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse9">Optimize Azure Data Solutions</a>
                                                                                                                        <span class="curi-num"> 9. </span>
                                                        </div>
                                                        <div id="collapse9" class="card-body collapse " data-parent="#curriculum-accordion">
                                                            <div class="topic-summary editor-content">
                                                                <p><strong>Learning Objectives:</strong> Learn to troubleshoot and optimize data processing in various Azure services, including Data Lake Storage, Stream Analytics, and Azure Synapse Analytics. Also, gain proficiency in managing the Data Lifecycle to ensure data quality and compliance.</p>                                                            </div>
                                                                                                                            <div class="topic-covered editor-content">
                                                                                                                                            <div class="topic-covered-top">
                                                                            <span class="heading-title">Topics</span>
                                                                                                                                                    </div>
                                                                                                                                        <ul>
<li>Module Introduction</li>
<li>Troubleshoot Data Partitioning Bottlenecks</li>
<li>Optimize Data Lake Storage</li>
<li>Optimize Stream Analytics</li>
<li>Optimize Azure Synapse Analytics</li>
<li>Manage the Data Lifecycle</li>
</ul>                                                                </div>
                                                                                                                    </div>
                                                    </div>
                                                                                                                                                        <div class="card">
                                                        <div class="card-header">
                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse10">Designing an Azure Data Solution</a>
                                                                                                                        <span class="curi-num"> 10. </span>
                                                        </div>
                                                        <div id="collapse10" class="card-body collapse " data-parent="#curriculum-accordion">
                                                            <div class="topic-summary editor-content">
                                                                <p><strong>Learning Objectives:</strong> Master data solutions in Azure: data types, storage options, Azure store selection, recovery planning, CosmosDB vs. Data Lake vs. Blob Storage design, SQL Database vs. Data warehouse, Batch Processing with Data Factory and DataBricks, Data Ingestion Methods, Real-Time Processing, Compute Resources, Lambda Architecture, and secure endpoint planning.</p>                                                            </div>
                                                                                                                            <div class="topic-covered editor-content">
                                                                                                                                            <div class="topic-covered-top">
                                                                            <span class="heading-title">Topics</span>
                                                                                                                                                    </div>
                                                                                                                                        <ul>
<li>Different Types of Data Types</li>
<li>Data Storage Types</li>
<li>Select Azure Store for Application</li>
<li>Azure Data Platform Architecture</li>
<li>Understand RTO and RPO</li>
<li>Scenarios - Designing a Solution for CosmosDB vs Data Lake vs Blob Storage</li>
<li>Scenarios - Designing for SQL Database vs Data warehouse</li>
<li>Design Batch Processing Solutions Using Data Factory and DataBricks</li>
<li>Learn Data Ingestion Methods</li>
<li>Explore Real Time Processing</li>
<li>Design and Provision Compute Resources</li>
<li>Explore Lambda Architecture</li>
<li>Plan for Secure Endpoints (Public/Private)</li>
</ul>                                                                </div>
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                                                                                                                                                        <div class="card">
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                                                            <a class="card-link collapsed" data-toggle="collapse" href="#collapse11">Wrapping Up</a>
                                                                                                                        <span class="curi-num"> 11. </span>
                                                        </div>
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                                                            <div class="topic-summary editor-content">
                                                                <p>In this final module, we will provide a comprehensive recap of the Microsoft Azure Data Engineer (DP-203) Course, highlighting how it equips you with practical skills for the real world.</p>                                                            </div>
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                                        <ul><li>Strong knowledge of data processing languages such as SQL, Python, and Scala.</li><li>Understanding of the data process and architecture patterns.</li></ul>                                    </div>
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                                                                                                                                            <img src="https://d2o2utebsixu4k.cloudfront.net/users/profile_images/a80317ac-8059-4fea-9f07-8a9bd12b2183.png" alt="Eshant Garg">
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                                                                    <span class="advisor-name">Eshant Garg</span>
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                                                                        Trainer and Cloud Architect                                                                                                                                                    <a href="https://www.linkedin.com/in/eshantgarg/" target="_blank">
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                                                                                                                        <div class="advisor-description editor-content"><p>Eshant, a Microsoft Certified Trainer and Cloud Architect, holds 16 years of expertise in Cloud Computing (Azure &amp; AWS), Solution Architecture, and collaborating with diverse clientele, from small businesses to Fortune 500 companies.</p>
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                                                        <div class="test-content editor-content"><p>Eshant, a Microsoft Certified Trainer and Cloud Architect, holds 16 years of expertise in Cloud Computing (Azure &amp; AWS), Solution Architecture, and collaborating with diverse clientele, from small businesses to Fortune 500 companies.</p>
<quillbot-extension-portal></quillbot-extension-portal><quillbot-extension-portal></quillbot-extension-portal></div>
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                                                                <span class="test-name">Eshant Garg</span>
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                                                                    <a class="card-link collapsed" data-toggle="collapse" href="#faq-heading-1-1">1. Will there be any other learning material other than self-paced videos?</a>
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                                                                        <p>Yes, you will experience SureCertificate's immersive learning in an on-demand format. This will include e-learning material to help you:</p><ul><li>LEARN with recall quizzes, interactive ebooks, and case studies</li><li>ASSESS your skills progression with diagnostic, module-level, and final assessments</li><li>PRACTICE with real-world simulations and Cloud Labs</li><li>GAIN INSIGHTS with real-time reports and analytics on how you're progressing, your learning challenges, and suggestions of sections to revisit to build competency in the required areas.</li></ul>                                                                    </div>
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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-2">2. Can I pursue this course along with my full-time job?</a>
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                                                                        <p>Yes, our online course is designed to give you flexibility to skill up as per your convenience. The course is delivered in a Self-Paced mode so that you can balance your work and learning as per your schedule.<br></p>                                                                    </div>
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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-3">3. Will I earn a certificate on completion of this online course?</a>
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                                                                        <p>Yes! Upon passing this online course, you will receive a signed certificate of completion from SureCertificate. Thousands of SureCertificate alumni use their course certificate to demonstrate skills to employers and their networks.</p><p>More than the certificate, however, you will get to showcase your newly acquired skills by working on real-world projects and adding these to your portfolio. SureCertificate’s online courses is well-regarded by industry experts, who contribute to our curriculum and use our tech programs to train their own teams.</p>                                                                    </div>
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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-4">4. Can I cancel my enrolment? Do I get a refund?</a>
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                                                                        <p>You can cancel your enrolment and receive refunds in line with our Cancellations and Refunds policy found at <a href="refund-policy" target="_blank" style="background-color: rgb(255, 255, 255);">refund-policy</a>.&nbsp;<br></p>                                                                    </div>
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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-5">5. Will I earn a certificate on completion of this course?</a>
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                                                                        <div>Yes! Upon passing this course, you will receive a signed certificate of completion from SureCertificate. Thousands of SureCertificate alumni use their course certificate to demonstrate skills to employers and their networks.</div><div>More than the certificate, however, you will get to showcase your newly acquired skills by working on real-world projects and adding these to your portfolio. SureCertificate’s courses are well-regarded by industry experts, who contribute to our curriculum and use our tech programs to train their own teams.</div>                                                                    </div>
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                                                                    <a class="card-link  collapsed" data-toggle="collapse" href="#faq-heading-1-6">6. Does this course have a Money-Back Guarantee?</a>
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                                                                        <p>Yes, it does! In the unlikely event that you are not satisfied with the course, and you wish to withdraw within the first seven days, we’ll issue a 100% refund. Refer to our&nbsp;<a href="refund-policy" target="_blank" rel="nofollow" style="background-color: rgb(255, 255, 255);">Online Self-Paced Courses Refund Policy</a>&nbsp;for more details.<br></p>                                                                    </div>
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