DP-200 Exam Study Guide (Implementing Azure Data Solution)

DP-200 Implement an Azure Data Solution Study Guide

Preparing for the DP-200 Implementing an Azure Data Solution exam? Don’t know where to start? This post is the DP-200 Certificate Study Guide, which helps you to achieve the Azure Data Engineer Associate Certification.

I have curated a list of articles from Microsoft documentation for each objective of the DP-200 exam. Please share the post within your circles so it helps them to prepare for the exam.

DP-203 will replace both DP-201 and DP-200 in the coming months.

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DP-200 Azure Data Solution Online Course

DP-200 Azure Data Solution Practice Test

Data Engineer Other Learning Materials

DP-200 Sample Practice Exam Questions

Check out all the other Azure certificate study guides

Full Disclosure: Some of the links in this post are affiliate links. I receive a commission when you purchase through them.

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Implement Data Storage Solutions (40-45%)

Implement Non-relational Data Stores

Implement a solution that uses Cosmos DB

Create an Azure Cosmos account

Implement a solution that uses Blob storage

Host a static website on Blob storage

Implement a solution that uses Data Lake Storage Gen2

Load data into Azure Data Lake Storage Gen2 with ADF

Implement data distribution

Distribute your data globally with Azure Cosmos DB

Implement data partitions

Partitioning & horizontal scaling in Azure Cosmos DB

Implement a consistency model in CosmosDB

Choose the right consistency level for your Azure Cosmos DB

Provision of a non-relational datastore

Create Azure Cosmos account, database, container & items from Azure portal

Provide access to data to meet security requirements

Secure access to data in Azure Cosmos DB

Implement for high availability

Azure Cosmos DB global distribution using the SQL API

Implement for disaster recovery

Online backup & on-demand data restore in Azure Cosmos DB

Implement for global distribution

Set up Azure Cosmos DB global distribution

Implement Relational Data Stores

Manage Data Security

DP-200 Azure Data Engineer Associate Test Prep Questions

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Manage and Develop Data Processing (25-30%)

Develop Batch Processing Solutions

Develop batch processing solutions by using Data Factory and Azure Databricks

Batch processing with data factory and data bricks

Ingest data by using PolyBase

Develop batch processing with polybase

Implement the integration runtime for Data Factory

How to create & configure Azure Integration Runtime

Check this video for Azure SSIS Integration Runtime – demo

Implement Copy Activity within Azure Data Factory

Copy activity in Azure Data Factory

Create linked services and datasets

Create a linked service

Create datasets

Create pipelines and activities 

Creating pipelines with activities

Create a pipeline

Implement Mapping Data Flows in Azure Data Factory

Mapping data flows in Azure Data Factory

Create and schedule triggers

Create Schedule Triggers in Azure Data Factory

Implement Azure Databricks clusters, notebooks, jobs, and autoscaling

Azure Databricks Cluster, Notebooks, Jobs

Cluster size and autoscaling

Ingest data into Azure Databricks

Extract, transform & load data by using Azure Databricks

Develop Streaming Solutions

Monitor and Optimize Data Solutions (30-35%)

Monitor Data Storage

Monitor relational and non-relational data stores

Monitor Data Processing

Optimize Azure Data Solutions

Troubleshoot data partitioning bottlenecks

Data partitioning strategies

Optimize Data Lake Storage Gen2

Optimize Azure Data Lake Storage Gen2 for performance

Optimize Stream Analytics

Leverage query parallelization in Azure Stream Analytics

Optimize Azure Synapse Analytics

Best practices for Synapse SQL pool in Azure Synapse Analytics

Manage the data life cycle

Manage the Azure Blob storage lifecycle

That’s it! This completes the DP-200 Implementing an Azure Data Solution Certification Study Guide.

What do you think? Let me know in the comments section if I have missed out on anything. Also, I love to hear from you about how your preparation is going on!

In case you are preparing for other Azure certification exams, check out the Azure study guide for those exams.

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