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Azure Data Engineering Certification

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How Do You Optimize Queries in Azure Synapse Analytics?

How Do You Optimize Queries in Azure Synapse Analytics?

Posted by By Visualpath August 15, 2025Posted inAzure Data EngineeringNo Comments
Azure Synapse Analytics is a powerful cloud-based analytics service that enables organizations to store, process, and analyze large volumes of data efficiently. However, to fully leverage its capabilities, you need…
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Difference b/w dedicated and serverless SQL pools in Synapse

Difference b/w dedicated and serverless SQL pools in Synapse

Posted by By Visualpath August 7, 2025Posted inAzure Data EngineeringNo Comments
Choosing the right architecture for data processing in Azure Synapse Analytics can significantly impact the performance and cost of your data workloads. Among the most important decisions is selecting between…
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Difference between dedicated SQL pools and serverless SQL pools

Difference b/w dedicated SQL pools and serverless SQL pools

Posted by By Visualpath July 30, 2025Posted inAzure Data EngineeringNo Comments
Azure Synapse Analytics provides two powerful options for managing and analyzing large data sets: dedicated SQL pools and serverless SQL pools. Both options serve different use cases and cost models,…
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Top Tools Commonly Used for ETL/ELT in Azure

Top Tools Commonly Used for ETL/ELT in Azure

Posted by By Visualpath July 25, 2025Posted inAzure Data EngineeringNo Comments
Data engineering in the Azure ecosystem has evolved significantly with cloud-native tools that enable robust ETL (Extract, Transform, Load) and ELT (Extract, Load, Transform) processes. Choosing the right tools is…
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Performance considerations in ETL pipeline design

Performance considerations in ETL pipeline design

Posted by By Visualpath July 21, 2025Posted inAzure Data EngineeringNo Comments
When building modern data architectures, designing high-performance ETL (Extract, Transform, Load) pipelines is essential for timely data processing, reduced latency, and optimized resource usage. Poorly designed pipelines can result in…
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How Do You Implement Incremental Data Loading in Azure?

How Do You Implement Incremental Data Loading in Azure?

Posted by By Visualpath July 16, 2025Posted inAzure Data EngineeringNo Comments
Efficient data pipelines are at the core of every enterprise data solution. One of the key strategies for optimizing performance and reducing processing costs is incremental data loading. Instead of…
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The Difference between ETL and ELT in Azure Data Engineering

The Difference between ETL and ELT in Azure Data Engineering

Posted by By Visualpath July 11, 2025Posted inAzure Data EngineeringNo Comments
Data transformation is a core responsibility in any cloud-based data architecture. Two of the most commonly used data processing paradigms are ETL (Extract, Transform, and Load) and ELT (Extract, Load,…
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Scaling in Azure Data Engineering: Why It Matters & How

Scaling in Azure Data Engineering: Why It Matters & How

Posted by By Visualpath July 7, 2025Posted inAzure Data EngineeringNo Comments
Scalability is one of the most critical features of cloud computing, especially in Azure Data Engineering. Whether you're dealing with real-time streaming data, batch processing, or enterprise-level analytics, having the…
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How Azure Data Factory Powers Modern Data Engineering

How Azure Data Factory Powers Modern Data Engineering

Posted by By Visualpath July 1, 2025Posted inAzure Data EngineeringNo Comments
Microsoft Azure continues to lead the way in data integration and processing with a tool designed for scalability, automation, and enterprise needs — Azure Data Factory (ADF). This cloud-based data…
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Structure a Data Lake Using the Medallion Architecture

Structure a Data Lake Using the Medallion Architecture

Posted by By Visualpath June 26, 2025Posted inAzure Data EngineeringNo Comments
One popular and effective approach is the medallion architecture, which introduces a layered structure — bronze, silver, and gold — to manage data pipelines more logically and systematically. Let’s explore…
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Azure Hot, Cool & Archive Storage Tiers Explained

Azure Hot, Cool & Archive Storage Tiers Explained

Posted by By Visualpath June 21, 2025Posted inAzure Data EngineeringNo Comments
Microsoft Azure offers three main storage access tiers: hot, cool, and archive. These tiers help businesses manage their data cost-effectively depending on how often the data is accessed. In today’s…
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Secure Data in Azure Data Lake Using RBAC and ACLs

Secure Data in Azure Data Lake Using RBAC and ACLs

Posted by By Visualpath June 17, 2025Posted inAzure Data EngineeringNo Comments
Azure Data Lake Storage (ADLS) provides enterprise-grade capabilities to manage access to big data. This article walks you through how to secure data in Azure Data Lake using Role-Based Access…
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Azure Data Lake Storage Gen2 vs Blob Storage

Azure Data Lake Storage Gen2 vs Blob Storage

Posted by By Visualpath June 12, 2025Posted inAzure Data EngineeringNo Comments
Introduction: Understanding Modern Data Storage Needs Microsoft Azure offers two powerful solutions: Azure Blob Storage and Azure Data Lake Storage Gen2. Understanding the distinctions between them is essential for data…
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Understanding the Use of Partitioning in Synapse Analytics

Understanding the Use of Partitioning in Synapse Analytics

Posted by By Visualpath June 7, 2025Posted inAzure Data EngineeringNo Comments
Introduction Azure Synapse Analytics is Microsoft’s premier analytics platform that seamlessly integrates big data and data warehousing into a single unified solution. To enhance query performance and simplify data management,…
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How Does Windowing Work in Azure Stream Analytics?

How Does Windowing Work in Azure Stream Analytics?

Posted by By Visualpath June 3, 2025Posted inAzure Data EngineeringNo Comments
Introduction Azure Stream Analytics is a powerful tool for real-time data processing that allows organizations to analyze and act on data as it flows in. One of its most essential…
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