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William Vorhies's Blog Posts Tagged 'governance' (3)

Just How Much Do You Trust Your AI?

Summary:  Just how much should you trust your AI systems?  Best practice points to constant review, strong governance, and the willingness to override results that seem illogical.

 

Just how much do you trust your AI?  This is not intended to be the skeptical consumer view about bias or black box outcomes. …

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Added by William Vorhies on January 20, 2020 at 8:26am — No Comments

Capturing the Value of ML/AI – the Challenge of Offensive versus Defensive Data Strategies

Summary:  A major pain point is standing in the way of many companies’ ability to maximize the value of their ML/AI initiatives.  The competing goals of data flexibility versus single version of the truth can only be solved with an effective data governance strategy.

 

There are many reasons why companies…

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Added by William Vorhies on February 11, 2019 at 10:15am — No Comments

Deep Diving the Data Lake – Automatically Determining What’s In There

Summary:  As your data lake grows larger and your user group more diverse you will need these tools that automatically catalog data and control access to your information.  They are a huge benefit and only enhance the spirit of free exploration of data for new value.

 

Data Lakes have been around almost as long as we’ve had Big Data.  That…

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Added by William Vorhies on September 26, 2017 at 9:32am — No Comments

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