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Microsoft On-Demand: Data Engineering on Microsoft Azure (DP-203)

Price:$345

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Microsoft On-Demand: Data Engineering on Microsoft Azure (DP-203) Course Outline

*** Note: This is a Microsoft On-Demand (self -study) course, 180-day 24/7 access via the internet ***
(Applicable State and Local taxes may be added for On-Demand purchases, depending on your location.)

About This Course
We have assembled a complete package of self-study materials that cover all of the topics that are included in Microsoft's official Instructor-led course. With these resources, you have a flexible platform that allows you to gain the knowledge you need for your job. If you also want certification, see the additional Exam Pak option--you can purchase that for $250, a 50% discount.

Audience profile
The audience for this course is data professionals managing data and databases who want to learn about administering the data platform technologies that are available on Microsoft Azure. This course is also valuable for data architects and application developers who need to understand what technologies are available for the data platform with Azure and how to work with those technologies through applications.

Your course includes:

Microsoft Official E-Learning
We will be your guide through the official Microsoft Learn content directing you through this training platform which provides interactive learning modules with reading, hands-on experiences, knowledge checks and short videos.

Additional Expert Videos
Our subject matter experts provide an additional path through the Microsoft course objectives. We've assembled hours of video instruction where you can follow-along and learn from our experts.

Auditing Instructor-Led Training
With ONLC's Microsoft On-Demand training, you can also "Audit" a full instructor-led class. This gives you another perspective on how the content is presented. As a companion to the ILT course, you will receive the Microsoft Official Curriculum. (You must contact our office to reserve a seat in an upcoming class.) Note: Auditors will be able to see and hear the instructor’s presentation, however the instructor will not be able to hear you and you will not have direct access to the live instructor or lab machines.

Interested in Getting Certification? Check out our Exam Pak option!
Prepare for you Microsoft Certification by purchasing our Exam Pak for $250--a savings of 50%.

Additional Exam Pak Option includes:

24/7 Online Support
Need assistance while you are learning? Chat with our 24/7 online support specialists. And, with your permission, the expert can even take over your computer to provide assistance. (90-day access.)

Microsoft Exam Reference Guide
When you are ready for certification, begin your preparation with the Exam Reference Guide from Microsoft Press. We provide you with a copy of this book that focuses on the critical skills and knowledge measured on the Microsoft Certification exam.

Practice Exam Software
You may study at your own pace with this web-based practice exam. Exam-like questions are designed to help you prepare for your certification exam by validating your knowledge and reinforcing key concepts.

Exam Voucher with Exam-Pass Guarantee
Prepare for your exam using the practice software. Once you have achieved an 85% or above score, contact us and we will provide you with an exam voucher. Didn't pass the first time? Not a problem--you will get a second voucher with our Exam-Pass Guarantee - For details, click on the link below:
Exam Pass Guarantee

**Please call our office to order the Exam Pak. Note: Exam Paks are available at the discounted $250 price only when they are purchased at the same time as your Microsoft On-Demand class.**

Do You Still Prefer a Live, Instructor-led Class?
Already know Microsoft On-Demand, self-study training is not right for you? We also offer this course content in a live, instructor-led format. For details, click on the link below:
DP-300: Administering Relational Databases on Microsoft Azure

Special Note Regarding This Outline
On-Demand content is presented from multiple sources. As a result, the content and/or sequencing may vary from each source.

Course Outline

Module 1: Azure for the Data Engineer
• Understanding the evolving world of data
• Survey the services on the Azure Data platform
• Identify the tasks of a data engineer in a cloud-hosted architecture

Module 2: Store data in Azure
• Choose a data storage approach in Azure
• Create an Azure Storage account
• Create an Azure Storage account
• Connect an app to Azure Storage
• Secure your Azure Storage account
• Store application data with Azure Blob storage

Module 3: Data integration at scale with Azure Data Factory or Azure Synapse Pipeline
• Integrate data with Azure Data Factory or Azure Synapse Pipeline
• Petabyte-scale ingestion with Azure Data Factory or Azure Synapse Pipeline
• Perform code-free transformation at scale with Azure Data Factory or Azure Synapse Pipeline
• Populate slowly changing dimensions in Azure Synapse Analytics pipelines
• Orchestrate data movement and transformation in Azure Data Factory or Azure Synapse Pipeline
• Execute existing SSIS packages in Azure Data Factory or Azure Synapse Pipeline
• Operationalize your Azure Data Factory or Azure Synapse Pipeline

Module 4: Realize Integrated Analytical Solutions with Azure Synapse Analytics
• Introduction to Azure Synapse Analytics
• Survey the Components of Azure Synapse Analytics
• Explore Azure Synapse Studio
• Design a Modern Data Warehouse using Azure Synapse Analytics

Module 5: Work with Data Warehouses using Azure Synapse Analytics
• Design a Modern Data Warehouse using Azure Synapse Analytics
• Design a multidimensional schema to optimize analytical workloads
• Use data loading best practices in Azure Synapse Analytics
• Optimize data warehouse query performance in Azure Synapse Analytics
• Integrate SQL and Apache Spark pools in Azure Synapse Analytics
• Understand data warehouse developer features of Azure Synapse Analytics
• Manage and monitor data warehouse activities in Azure Synapse Analytics
• Analyze and optimize data warehouse storage in Azure Synapse Analytics
• Secure a data warehouse in Azure Synapse Analytics

Module 6:Perform data engineering with Azure Synapse Apache Spark Pools
• Understand big data engineering with Apache Spark in Azure Synapse
• Ingest data with Apache Spark notebooks in Azure Synapse Analytics
• Transform data with DataFrames in Apache Spark Pools in Azure Synapse Analytics
• Integrate SQL and Apache Spark pools in Azure Synapse Analytics
• Monitor and manage data engineering workloads with Apache Spark in Azure Synapse Analytics

Module 7: Work with Hybrid Transactional and Analytical Processing Solutions using Azure Synapse Analytics
• Design hybrid transactional and analytical processing using Azure Synapse Analytics
• Configure Azure Synapse Link with Azure Cosmos DB
• Query Azure Cosmos BD with Apache Spark for Azure Synapse Analytics
• Query Azure Cosmos DB with SQL Serverless for Azure Synapse Analytics

Module 8: Data engineering with Azure Databricks
• Describe Azure Databricks
• Spark architecture fundamentals
• Read and write data in Azure Databricks
• Work with DataFrames in Azure Databricks
• Describe lazy evaluation and other performance features in Azure Databricks
• Work with DataFrames columns in Azure Databricks
• Work with DataFrames advanced methods in Azure Databricks
• Describe platform architecture, security, and data protection in Azure Databricks
• Build and query a Delta Lake
• Process streaming data with Azure Databricks structured streaming
• Describe Azure Databricks Delta Lake architecture
• Create production workloads on Azure Databricks with Azure Data Factory
• Implement CI/CD with Azure DevOps
• Integrate Azure Databricks with Azure Synapse
• Describe Azure Databricks best practices

Module 9: Large-Scale Data Processing with Azure Data lake Storage Gen2
• Introduction to Azure Data Lake storage
• Upload data to Azure Data lake Storage
• Secure your Azure Storage account

Module 10: Implement a Data Streaming Solution with Azure Streaming Analytics
• Work with data streams by using Azure Stream Analytics
• Enable reliable messaging for Big Data applications using Azure Event Hubs
• Ingest data streams with Azure Stream Analytics

View outline in Word

GDP203

Attend hands-on, instructor-led Microsoft On-Demand: Data Engineering on Microsoft Azure (DP-203) training classes at ONLC's more than 300 locations. Not near one of our locations? Attend these same live classes from your home/office PC via our Remote Classroom Instruction (RCI) technology.

For additional training options, check out our list of Courses and select the one that's right for you.

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