Fiona Villamor

Fiona Villamor is the lead writer for Ducen IT, a trusted technology solutions provider. In the past 8 years, she has written about big data, advanced analytics, and other transformative technologies and is constantly on the lookout for great stories to tell about the space.

Machine Learning

Why and when enterprises should care about Model Explainability

By Fiona Villamor on April 27, 2021

Machine learning models are often used for decision support—what products to recommend next, when an equipment is due for maintenance, and even...

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Machine Learning

A huge chunk of machine learning models are never operationalized—here’s why

By Fiona Villamor on April 13, 2021

As organizations refocus and restrategize this year, machine learning projects seem to be on the top of IT priority lists. Innovation is more...

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Application Maintenance and Support,

Selling amid the ecommerce explosion: 4 success factors to consider

By Fiona Villamor on March 30, 2021

The new normal brought digital commerce to the forefront, with customers preferring remote sales, online ordering and payments, and contactless...

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Advanced Analytics,

4 ways advanced analytics can help exceed customer expectations

By Fiona Villamor on March 2, 2021

In 2020, companies across countries and industries scrambled to stabilize operations, ensure the health and safety of employees, and find ways to...

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Advanced Analytics,

Working apart together: how to improve outcomes with data analytics

By Fiona Villamor on February 2, 2021

While originally a crisis response to enable business continuity, flexible work options are starting to define the modern workplace. Organizations...

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Telecommunications,

The telco industry isn’t slowing down: what to expect and prioritize in 2021

By Fiona Villamor on January 14, 2021

2020 was all about problem-solving. And indeed, the industry was able to come up with creative and innovative solutions to address emerging...

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Telecommunications,

Service & data integration: how to manage a multi-provider environment

By Fiona Villamor on December 16, 2020

To be able to deliver the latest and greatest services to customers and clients today, telcos must employ different vendors, subcontractors, and...

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Data Management,

5 ways Machine Learning can improve the data cataloging process

By Fiona Villamor on December 1, 2020

Data is an essential asset for any business, with comprehensive efforts made to generate, source, and prepare it for analytical use. But just as...

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Telecommunications,

MDM in telcos: Why it’s important and how to automate it through ML

By Fiona Villamor on November 18, 2020

Part 1: The importance of MDM Data volume in the telecommunications sector is growing at an incredible rate and organizations need to find...

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