Data is not neutral - Data Matters : vimarsana.com

Data is not neutral - Data Matters


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This is a guest blogpost by Triveni Gandhi, Senior Data Scientist, Dataiku
We like to think of data and numbers as indisputable, but the reality is that every piece of information is a product of the context it was built in. Data is inherently biased, and all too often it’s teaching AI systems to make what are critical business and ethical mistakes.
Take, for example, the situation that came to light with the Apple card, when a prominent software developer discovered that he received a much higher credit line than his wife with a higher credit score. After tweeting his shock, other couples reported similar differences in credit limits, despite their shared assets and similar credit history.

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Triveni Gandhi , Cornell University , Senior Data Scientist , Exploratory Data Analysis , கார்னெல் பல்கலைக்கழகம் , மூத்தவர் தகவல்கள் விஞ்ஞானி , ஆய்வு தகவல்கள் பகுப்பாய்வு ,

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