Azure Data Lake Analytics Alternatives (January 2026)

Azure Data Lake Analytics

Data Lake Analytics | Microsoft Azure

https://azure.microsof.com/en-us/products/data-lake-analytics/

Easily develop and run massively parallel data transformation and processing programs in U-SQL, R, Python, and .NET over petabytes of data.

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1.
Data Lake | Microsoft Azure
https://azure.microsof
.com/en-us/solutions/data-lake/

Store data of any size, shape, and speed with Azure Data Lake. Power your big data analytics, develop massively parallel programs, and scale with future growth.

2.
Azure Synapse Analytics | Microsoft Azure
https://azure.microsof
.com/en-us/products/synapse-analytics/

Azure Synapse Analytics is a limitless analytics service that brings together enterprise SQL data warehousing and big data analytics services.

3.
Azure HDInsight - Hadoop, Spark, and Kafka | Microsoft Azure
https://azure.microsof
.com/en-us/products/hdinsight/

Get HDInsight, an open-source analytics service that runs Hadoop, Spark, Kafka, and more. Integrate HDInsight with big data processing by Azure for even more insights.

4.
Analysis Services | Microsoft Azure
https://azure.microsof
.com/en-us/products/analysis-services/

Built on the proven analytical engine in Microsoft SQL Server Analysis Services, Azure Analysis Services delivers enterprise-grade data modeling in the cloud.

5.
Batch - Compute job scheduling service | Microsoft Azure
https://azure.microsof
.com/en-us/products/batch/

Learn about Azure Batch, a Microsoft cloud computing service for running large-scale parallel and batch compute jobs.

6.
Azure Data Factory - Data Integration Service | Microsoft Azure
https://azure.microsof
.com/en-us/products/data-factory/

Discover Azure Data Factory, the easiest cloud-based hybrid data integration service and solution at an enterprise scale. Build data factories without the need to code.

7.
Azure Functions – Serverless Functions in Computing | Microsoft Azure
https://azure.microsof
.com/en-us/products/functions/

Create event-driven, scalable serverless applications in .NET, Node.js, Python, Java, or PowerShell with the Azure Functions app— a serverless computing service.

8.
Table storage | Microsoft Azure
https://azure.microsof
.com/en-us/products/storage/tables/

Azure Table storage provides a NoSQL key-value store for rapid development using massive semi-structured datasets. Get started today.

9.
Data Analytics | Microsoft Fabric
https://www.microsof
.com/en-us/microsoft-fabric/

Get more value from your data with Microsoft Fabric—an AI-powered analytics platform that unites your data and services, including data science and data lakes.