You can't ignore data governance in implementing your analytics strategy

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MESA Knows Smart Manufacturing

23 episodes

1 week ago

"MESA Knows" is a semi-regular discussion lead by the MESA International Knowledge Committee Working Group. Group chair, Chris Monchinski, leads a panel of regular experts from the working group and invited guests to discuss topics that are relevant to the application of Analytics and Data Science to Industrial Digital Transformation.

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You can't ignore data governance in implementing your analytics strategy

MESA Knows Smart Manufacturing

33 minutes 24 seconds

2 years ago

You can't ignore data governance in implementing your analytics strategy

Why do 87% of data science projects fail?

Non-Availability of Quality Data ....

The data is usually raw and may contain many missing or absurd values. In such cases, it sometimes becomes impossible to make the given dataset into a model-friendly dataset. Thus, if the data quality is not good enough, the data science project will likely fail.

What is the anecdote? ... Data Governance.

But the truth is that data governance is a big challenge for each enterprise. According to a Gartner survey, over 90% of data governance projects fail to perform well.

The MESA Analytics Working Group explores what good data governance could be and how it can reasonably be achieved.