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All Blog Posts Tagged '#CDO' (25)

Introducing the “4 Stages of Data Monetization”

Ah, the fond memories of the early days of Saturday Night Live and the hilarious “Point / Counterpoint” debates between Jane Curtin and Dan Aykroyd. I can just imagine this routine being played out today over the value of data…

Jane Curtin:Dan, you ignoramus.  Everyone knows that data is the new oil; that data will power the economic growth of the 21st century. Heck, The Economist even declared…

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Added by Bill Schmarzo on December 7, 2020 at 8:47am — No Comments

If Data Scientist is the Modern-Day Alchemist, Then Why are We Using Leeches to Monetize Data?

Okay, I'm as mad as hell, and I'm not going to take this anymore! If data scientists are the modern-day alchemist who turn data into gold, then why are so many companies using leeches to monetize their data?

When I talk to companies about the concept of a “Chief Data Monetization Officer” role, many of them look at me like I…

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Added by Bill Schmarzo on November 30, 2020 at 8:13am — 2 Comments

Human Decision-making in a Big Data World

This blog was originally written in 2012, and am republishing it because with the increased use of black box AI / ML models to power key operational decisions, these human decision-making traps need to be thoroughly and holistically addressed during the analytics definition stage to avoid the dangers of unintended consequences.

 

Organizations are looking to integrate big data and advanced analytics into their business operations in order to become more…

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Added by Bill Schmarzo on November 27, 2020 at 12:56pm — No Comments

How Can Your Organization Manage AI Model Biases?

I’ve been reading the interesting and soul-searching (from a data scientist perspective) book from Cathy O’Neil titled “Weapons of Math Destruction”, or WMD as used in the book.  The book provides several real-world examples of how Big Data and Data Science – when not properly structured – can lead to ethically-wrong unintended consequences. 

Chapter…

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Added by Bill Schmarzo on November 22, 2020 at 11:20am — No Comments

Hiring a Chief Data Scientist



A number of my mid-sized European clients recently have asked me to help them scope and recruit for the role of Chief Data Scientist (also scoped as ‘Head of Data Science’, ‘Lead Data Scientist’, ‘Head of Analytics’, etc.).    

 

This lead data science role is typically opened by the client company for one of two…

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Added by David Stephenson on November 12, 2016 at 1:00am — No Comments

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