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DataKitchen’s Best of 2021 DataOps Resources

DataKitchen

Without further ado, here are DataKitchen’s top ten blog posts, top five white papers, and top five webinars from 2021. Gartner – Top Trends and Data & Analytics for 2021: XOps. What is a Data Mesh? Data Observability and Monitoring with DataOps. Add DataOps Tests to Deploy with Confidence.

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In AI we trust? Why we Need to Talk About Ethics and Governance (part 2 of 2)

Cloudera

Surely there are ways to comb through the data to minimise the risks from spiralling out of control. In 2019, the Gradient institute published a white paper outlining the practical challenges for Ethical AI. This includes guidance on algorithms, testing, quality control and reusable artefacts.

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7 key questions CIOs need to answer before committing to generative AI

CIO Business Intelligence

In addition, 53% say it will help them with research and development, and 50% with automating software development or testing. For example, Insight has taken all the white papers it’s ever written, all the transcripts of interviews, and loaded them into a vector database for the generative AI to refer to.

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Themes and Conferences per Pacoid, Episode 8

Domino Data Lab

Paco Nathan ‘s latest column dives into data governance. This month’s article features updates from one of the early data conferences of the year, Strata Data Conference – which was held just last week in San Francisco. In particular, here’s my Strata SF talk “Overview of Data Governance” presented in article form.

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What Is a Data Fabric and How Does a Data Catalog Support It?

Alation

This is a key component of active data governance. These capabilities are also key for a robust data fabric. Another key nuance of a data fabric is that it captures social metadata. Social metadata captures the associations that people create with the data they produce and consume. The Power of Social Metadata.