an introduction to explainable artificial intelligence
September 28, 2021 Stephanie Casola AI Education

What is Explainable Artificial Intelligence, and why is it important for predictive models?

An introduction to AI explainability; why should you trust your model? Explainable artificial intelligence (XAI) is the process of understanding how and why a machine learning

external data for fintech
June 30, 2021 Stephanie Casola AI for FinTech

How Fintechs Can Use Alternative Data for Improved Predictive Modeling

The emergence of fintechs in recent years can largely be attributed to their increased flexibility, agility, and speed when compared to their traditional banking counterparts. However,

Predictive Model Deployment
January 25, 2021 Joseph Sibony AI Education

A Brief Introduction to Predictive Model Deployment

You’ve built your model, you’ve located your data sources, and you’ve done all the initial processing and ETL to get your data how you want it.

customer scoring models
October 1, 2020 Explorium Data Science Team AI Education

How to Use Data and Customer Scoring Models to Create Perfect Personalization for eCommerce

For years, the retail sector has fretted over the decline of brick-and-mortar stores, but thanks to the global pandemic, in-person shopping may have come to an

predictive model deployment
September 2, 2020 Explorium Data Science Team Data Science

4 Steps You Must Take to Prepare for Predictive Model Deployment

When Ford released the Edsel, its brand-new, mid-range model, in 1957, the company was confident it would blow the competition out of the water. After all,

Domain knowledge in data science, empowering businesses.
July 7, 2020 Explorium Data Science Team AI Education

Domain Knowledge in Data Science: Are Your Models Ready for Business?

Data science for business is a very different beast than building models in an academic or purely scientific context. You aren’t looking for patterns simply because

data-driven risk management
March 25, 2020 Explorium Data Science Team AI Education

COVID-19 Broke Your Risk Models. This is How External Data Can Fix Them.

The previous decade has been one of impressive growth and massive profits for financial services providers. As the global economy bounced back from the recession, new

Real Time Models
November 27, 2019 Juan De Dios Santos Machine Learning

Challenges in Maintaining Real-Time ML Models Using Multiple Data Sources

The field of machine learning is currently experiencing a rapid and booming expansion that seems to have no end. It seems like every other day, the

The State of External Data in 2022
April 5, 2022 External Data

2022 State of External Data Procurement

Many organizations understand the value of external data, yet struggle with external data procurement. To remain competitive, organizations need a strategy for purchasing external data in

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