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The DataOps Vendor Landscape, 2021

DataKitchen

Download the 2021 DataOps Vendor Landscape here. DataOps is a hot topic in 2021. A complete DataOps program will have a unified, system-wide view of process metrics using a common data store. GitHub – A provider of Internet hosting for software development and version control using Git.

Testing 300
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Where Programming, Ops, AI, and the Cloud are Headed in 2021

O'Reilly on Data

We don’t see that in our data, though there are certainly some metrics to say that artificial intelligence has stalled. Those platforms make web development infinitely more flexible: They make it possible to support a host of devices and screen sizes. They make it possible to build sophisticated applications that run in the browser.

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Strong Speakers List Highlights DataRobot’s 2021 AI Experience Worldwide Conference

DataRobot

The AI Experience Worldwide (Virtual) Conference , scheduled for May 11-12, 2021 in the APAC, EMEA, and Americas regions, is right around the corner. Eric Weber is Head of Experimentation And Metrics for Yelp. The post Strong Speakers List Highlights DataRobot’s 2021 AI Experience Worldwide Conference appeared first on DataRobot.

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Bringing More AI to Snowflake, the Data Cloud

DataRobot Blog

This includes: Supporting Snowflake External OAuth configuration Leveraging Snowpark for exploratory data analysis with DataRobot-hosted Notebooks and model scoring. We recently announced DataRobot’s new Hosted Notebooks capability. Learn more about DataRobot hosted notebooks. Learn more at DataRobot.com/Snowflake.

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Operating Apache Kafka with Cruise Control

Cloudera

Cruise Control is integrated with Kafka through metrics reporting. In CDP it connects to Cloudera Manager’s time series database to fetch metrics. Metrics Reporting. This is a pluggable component that fetches and stores Kafka metrics. The open source version of Cruise Control stores metrics back to Kafka or Prometheus.

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Eight Top DataOps Trends for 2022

DataKitchen

Quality test suites will enforce “equity,” like any other performance metric. An array of interdependent domains may sound great in theory, but we can say from experience, a decentralized organizational/architectural structure raises a host of issues that must be addressed. Since April 2021, 24 million workers have quit their jobs.

Testing 245
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Introducing Continuous AI

DataRobot

Those who watched the vision presentation at the recent AI Experience 2021 event might have noticed that we quietly announced a new MLOps feature called Continuous AI. As part of the same process, it also generates and tests a whole host of new models and presents the top ones as recommended challengers. It asks The Robot. Learn More.