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The DataOps Vendor Landscape, 2021

DataKitchen

Download the 2021 DataOps Vendor Landscape here. Read the complete blog below for a more detailed description of the vendors and their capabilities. DataOps is a hot topic in 2021. Testing and Data Observability. It orchestrates complex pipelines, toolchains, and tests across teams, locations, and data centers.

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DataKitchen’s Best of 2021 DataOps Resources

DataKitchen

Before we shut the door on 2021, we would like to share our most popular DataOps content in hopes that it can help you as you learn about and implement DataOps. Without further ado, here are DataKitchen’s top ten blog posts, top five white papers, and top five webinars from 2021. Top 10 Blog Posts. What is a Data Mesh?

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DataKitchen’s 2020 Honors & Awards

DataKitchen

Full disclosure: some images have been edited to remove ads or to shorten the scrolling in this blog post. DataKitchen provides an end-to-end DataOps platform that automates and coordinates people, tools, and environments in the entire data analytics organization—from orchestration, testing, and monitoring to development and deployment.

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Cloudera Data Engineering 2021 Year End Review

Cloudera

New in 2021. Figure 2 – CDE product launch highlights in 2021. Early on in 2021 we expanded our APIs to support pipelines using a new job type — Airflow. As exciting 2021 has been as we delivered killer features for our customers, we are even more excited for what’s in store in 2022. Test Drive CDP Pubic Cloud.

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Cyber Fraud Statistics & Preventions to Prevent Data Breaches in 2021

Smart Data Collective

The risk of data breaches will not decrease in 2021. In this blog post, we discuss the key statistics and prevention measures that can help you better protect your business in 2021. Cyber fraud statistics and preventions that every internet business needs to know to prevent data breaches in 2021. Let’s dive in.

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Eight Top DataOps Trends for 2022

DataKitchen

Model developers will test for AI bias as part of their pre-deployment testing. Quality test suites will enforce “equity,” like any other performance metric. Continuous testing, monitoring and observability will prevent biased models from deploying or continuing to operate. Companies Commit to Remote.

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Accelerating Drug Discovery and Development with DataOps

DataKitchen

A drug company tests 50,000 molecules and spends a billion dollars or more to find a single safe and effective medicine that addresses a substantial market. Figure 1: A pharmaceutical company tests 50,000 compounds just to find one that reaches the market. A DataOps superstructure provides a common testing framework.

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