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Establish a Profitable Quality Program in 2021

TDAN

Quality Managers have a problem. The success of their quality program hinges on one thing. The one thing a quality manager needs most is leadership buy-in. Quality programs fail because they did not have support from the top. It’s not KPIs and it’s not methodology. So how […].

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Pillars of Knowledge, Best Practices for Data Governance

Cloudera

Data governance used to be considered a “nice to have” function within an enterprise, but it didn’t receive serious attention until the sheer volume of business and personal data started taking off with the introduction of smartphones in the mid-2000s. Security: It must serve data throughout a system.

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The Gartner 2022 Leadership Vision for Data and Analytics Leaders Questions and Answers

Andrew White

– In the webinar and Leadership Vision deck for Data and Analytics we called out AI engineering as a big trend. I would take a look at our Top Trends for Data and Analytics 2021 for additional AI, ML and related trends. Can you remind where we can find the mentioned blog? Keep a watch on Gartner.com.

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Measuring Validity and Reliability of Human Ratings

The Unofficial Google Data Science Blog

Image from Data Excellence: Better Data for Better AI by Lora Aroyo At the same time, the inherent noisiness of human-labeled data forces us to think about the quality of the measurement instrument, especially when collecting these types of labels at Google-scale. That’s the focus of this blog post.

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Using DataOps to Drive Agility and Business Value

DataKitchen

In May 2021 at the CDO & Data Leaders Global Summit, DataKitchen sat down with the following data leaders to learn how to use DataOps to drive agility and business value. Kurt Zimmer, Head of Data Engineering for Data Enablement at AstraZeneca. Automate the data collection and cleansing process.

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Common Data Governance Challenges & Their Solutions

Alation

But first, they need to understand the top challenges to data governance, unique to their organization. Source: Gartner : Adaptive Data and Analytics Governance to Achieve Digital Business Success. As data collection and volume surges, so too does the need for data strategy. Why Do Data Silos Happen?