Azure HDInsight vs Azure Machine Learning

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Azure HDInsight

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Azure Machine Learning

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What is Azure HDInsight?

It is a cloud-based service from Microsoft for big data analytics that helps organizations process large amounts of streaming or historical data.

What is Azure Machine Learning?

Azure Machine Learning is a fully-managed cloud service that enables data scientists and developers to efficiently embed predictive analytics into their applications, helping organizations use massive data sets and bring all the benefits of the cloud to machine learning.

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Jobs that mention Azure HDInsight and Azure Machine Learning as a desired skillset
What companies use Azure HDInsight?
What companies use Azure Machine Learning?
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What tools integrate with Azure HDInsight?
What tools integrate with Azure Machine Learning?

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What are some alternatives to Azure HDInsight and Azure Machine Learning?
Amazon EMR
It is used in a variety of applications, including log analysis, data warehousing, machine learning, financial analysis, scientific simulation, and bioinformatics.
Azure Databricks
Accelerate big data analytics and artificial intelligence (AI) solutions with Azure Databricks, a fast, easy and collaborative Apache Spark–based analytics service.
Hadoop
The Apache Hadoop software library is a framework that allows for the distributed processing of large data sets across clusters of computers using simple programming models. It is designed to scale up from single servers to thousands of machines, each offering local computation and storage.
Azure Data Factory
It is a service designed to allow developers to integrate disparate data sources. It is a platform somewhat like SSIS in the cloud to manage the data you have both on-prem and in the cloud.
Databricks
Databricks Unified Analytics Platform, from the original creators of Apache Spark™, unifies data science and engineering across the Machine Learning lifecycle from data preparation to experimentation and deployment of ML applications.
See all alternatives