This course helps you master Azure Data Factory, build scalable pipelines, integrate data, orchestrate workflows, and excel in data engineering roles.

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Azure has become a leading cloud platform. Expertise in ADF opens doors to lucrative roles in data engineering and analytics.

This course provides you with the essential skills to master Azure Data Factory. You’ll start with ADF’s core concepts, architecture, and data connectivity to both on-premises and cloud sources. Through hands-on lessons and real-world examples, you’ll learn to create, manage, and monitor pipelines, handle incremental data loads, and work with version control using Git. Advanced topics include big data integration with Azure SQL, HDInsight, and Hive and designing analytics and machine learning workflows.

After completing this course, you’ll confidently design, develop, and maintain data pipelines in Azure Data Factory. You’ll be equipped to tackle integration challenges, optimize cost and performance, ensure scalability and high availability, and implement data governance and security—boosting your career prospects in data engineering and analytics.

Azure Data Factory Bootcamp: From Beginner to Expert

    az storage account encrypt --name myStorageAccount --resource-group myResourceGroup

    az storage account update --name myStorageAccount --resource-group myResourceGroup --encryption-services blob file table queue

    az storage account update --name myStorageAccount --resource-group myResourceGroup --enable-encryption blob file table queue

    az storage account encryption enable --name myStorageAccount --resource-group myResourceGroup

Which command enables data encryption at rest for a storage account using Azure CLI?

Which command enables data encryption at rest for a storage account using Azure CLI?

Which Azure IAM service allows us to grant users access to Azure Data Factory?

Which Azure IAM service allows us to grant users access to Azure Data Factory?

    az storage account update --name myStorageAccount --resource-group myResourceGroup --https-enabled true

    az storage account configure --name myStorageAccount --resource-group myResourceGroup --enable-https

    az storage account update --name myStorageAccount --resource-group myResourceGroup --https-only true

    az storage account set --name myStorageAccount --resource-group myResourceGroup --https-allowed true

How can you enforce HTTPS-only access to an Azure Storage account using Azure CLI?

How can you enforce HTTPS-only access to an Azure Storage account using Azure CLI?

    az graph query -q "VirtualMachines | project name, location | order by name asc"

    az graph query -q "Resources | project name, location, type | where type =~ 'Microsoft.Compute/virtualMachines' | order by name asc"

    az resource-graph query -q "VirtualMachines | project name, location | order by name asc"

    az query graph -q "VirtualMachines | project name, location | order by name asc"

Which command is used to list all virtual machines sorted by their names using Azure Resource Graph?

Which command is used to list all virtual machines sorted by their names using Azure Resource Graph?

**(Select all that apply.)**
What option does Azure Data Factory provide for secure data transfer?

(Select all that apply.)
What option does Azure Data Factory provide for secure data transfer?

List all resources sorted by their names, locations, and resource groups

Retrieve a count of all resources in the Azure subscription

Display information about virtual machines only

Throw an error due to an incorrect projection

Consider the following Azure Resource Graph query command:

    az resource graph query -q "Resources | project name, location, resourceGroup"

What will be the output of this command?

Consider the following Azure Resource Graph query command:
<pre><code>az resource graph query -q &quot;Resources | project name, location, resourceGroup&quot;
</code></pre>
What will be the output of this command?

    az storage account update --name dataencryptionsa098 --resource-group dataEncryptionRG --https-only true

    az storage account update --name dataencryptionsa098 --resource-group dataEncryptionRG --query "encryption"

    az storage account update --name dataencryptionsa098 --resource-group dataEncryptionRG --encryption-services blob file table queue --encryption-key-source Microsoft.Storage

    az storage account show --name dataencryptionsa098 --resource-group dataEncryptionRG --query "enableHttpsTrafficOnly"

Which command can be used to enable data in transit encryption for an Azure storage account?

Which command can be used to enable data in transit encryption for an Azure storage account?

The encryption status of the specified storage account

The last modified timestamp of the storage account

A list of all files encrypted in the storage account

The primary access key used for encryption

Consider the following Azure CLI command:

    az storage account show --name dataencryptionsa098 --resource-group dataEncryptionRG --query "encryption"

What information does this command retrieve?

Consider the following Azure CLI command:
<pre><code>az storage account show --name dataencryptionsa098 --resource-group dataEncryptionRG --query &quot;encryption&quot;
</code></pre>
What information does this command retrieve?

Test your understanding of data governance and security practices in Azure Data Factory.

Getting Started

Introduction to Azure Data Factory

Setting Up an Azure Data Factory Environment

Data Connectivity and Management

Azure Data Factory: Introduction and Connectivity Exam

Creating Data Pipelines in Azure Data Factory

Managing and Monitoring Azure Data Factory Pipelines

Azure Data Factory: Designing and Maintaining Data Pipelines Exam

Big Data Integration and Processing

Machine Learning and Advanced Analytics

Azure Data Factory: Big Data Processing and Machine Learning Exam

Data Governance and Security

Azure Data Factory: Best Practices

Conclusion

Appendix

Quiz: Data Governance and Security