Informatica data science framework connects with Amazon SageMaker

Informatica data science framework connects with Amazon SageMaker

Informatica INFACore promises to simplify the creation of data pipelines for building and deploying machine learning models in Amazon SageMaker Studio.

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Informatica has launched a cloud-based development and data science framework, called INFACore, that promises to simplify the process of composing data pipelines for building and deploying machine learning models in Amazon SageMaker Studio.

Powered by Informatica's Intelligent Data Management Cloud, INFACore is described as an intelligent headless data management platform for developers, data scientists, and data engineers.

Simplifying the development of complex data pipelines, INFACore can turn thousands of lines of code into a single function that can be deployed into applications using a native UI supported on Amazon SageMaker Studio, the company said.

INFACore went into a beta stage in May and is now generally available. Integration between INFACore and other cloud platforms besides AWS is anticipated at some point. Informatica, which estimates it has thousands of customers on AWS, this week also unveiled other services for AWS:

  • The Informatica Data Loader tool on AWS now is embedded directly in the Amazon Redshift data warehouse console, enabling customers to move from data ingestion to insights quickly, Informatica said.
  • Informatica Cloud Data Marketplace now supports AWS Data Exchange, offering a unified, self-service data marketplace. Informatica packages customer first-party data sets and third-party data sets from the data exchange.

Informatica has been a cloud-native company since 2015, with services offered via subscription. Prior to that, Informatica offered licensed, on-premises software. In May the company announced data management integrations with Microsoft Azure, Oracle Cloud, and Google Cloud.

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