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Thinking Inside the Box: How to Audit an AI

By   /  December 14, 2018  /  BI / Data Science Blogs, BI / Data Science News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click to learn more about author Paul Barba. Over the years we’ve read about far too many AI fails. But it’s not all AI’s fault. AI’s less-than-stellar track record is in large part due to poorly defined project goals and organizations’ tendency to treat the technology as inscrutable high-tech “magic”. Without transparency, accountability or an understanding […]

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The Case for Agile Machine Learning

By   /  June 22, 2018  /  BI / Data Science Blogs, BI / Data Science News, Articles, & Education, Data Blogs | Information From Enterprise Leaders, Data Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click to learn more about author Paul Barba. Agile methodologies have become the go-to approach for Data Science projects. A central element of these methodologies is iterative development. In an Agile project, solutions and requirements are constantly evolving based on new understandings, input and feedback. Unsurprisingly, Agile project management methodologies are characterized by short development […]

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When Everything in AI is Unique, How do You Solve for it?

By   /  April 20, 2018  /  Data Blogs | Information From Enterprise Leaders, Data Education, Data Modeling Blogs, Data Modeling News, Articles, & Education, Smart Data Blogs, Smart Data News, Articles, & Education  /  No Comments

Click to learn more about author Paul Barba. Intuition is a core component of human intelligence. But it doesn’t always send us in the right direction. Anyone versed in mathematics will know that sometimes the world behaves opposite to expectations.  Things that seem normal or given can actually be outliers. Outliers are the norm. Take […]

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