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AI Chihuahua! Part I: Why Machine Learning is Dogged by Failure and Delays

d2iq

Going from a prototype to production is perilous when it comes to machine learning: most initiatives fail , and for the few models that are ever deployed, it takes many months to do so. As little as 5% of the code of production machine learning systems is the model itself. Adapted from Sculley et al.

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What is the CIO’s role today? Redefining transformational IT leadership

CIO

As Sanjib Sahoo, chief digital officer of Ingram Micro, sees it , “Once a company has transformed from traditional IT to a platform-driven business, the technology leadership role must shift to value creation,” he says. We kept the data warehouse but augmented it with a cloud-based enterprise data lake and ML platform.

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CIOs take aim at Silicon Valley talent

CIO

That sense of purpose and yearning to do meaningful work is the ace in the hole for Optum Enterprise CTO Francois Charette, who has hired a number of Silicon Valley technologists in recent months. All of XPO’s technology is proprietary and built in-house and CIO Jay Silberkleit has hired a lot of developers from Silicon Valley companies.

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Breaking down data silos for digital success

CIO

Lakehouse architecture supports data-driven decisions Printing and digital imaging company Lexmark “has been on a journey to become a data-driven company for the last five to seven years, given we realized that data is the new ‘gold,’” says Vishal Gupta, global CTO and CIO and senior vice president of connected technology at Lexmark.

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10 most difficult-to-fill IT roles — and how to address the gap

CIO

CIO.com’s 2023 State of the CIO survey recently zeroed in on the technology roles that IT leaders find the most difficult to fill, with cybersecurity, data science and analytics, and AI topping the list. We have learned to think and act quickly in our efforts to attract and retain top talent in these areas,” says Jeanine L.

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How to Hire Women in Tech: The Ultimate Guide

Mobilunity

Success Stories of Women in Tech Successful businesses lead by example by valuing women CTO, developers, and team leaders. Dr. Fei-Fei Li: A pioneer in artificial intelligence, Dr. Li is the co-director of Stanford University’s Human-Centered AI Institute and the Stanford Vision and Learning Lab.

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Chief Digital Officer: Role, Responsibilities, Skills, and When Organizations Need One

Altexsoft

To enable this conversion, a CDO uses digital information and modern technologies such as the cloud, the Internet of Things , mobile apps, social media, machine learning-based products, and digital marketing. Bring culture change. Identify new technologies such as AI that can support and enhance existing solutions.

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