Empowering Decision Makers: Explorium's White Papers Feed

From predictive modeling to AI, access cutting-edge insights in our white papers

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Whitepapers

How to Deploy and Future-Proof Your Models: From Theory to Production

It’s no secret that while most organizations understand the importance of machine learning, most initiatives never make it off the ground. Follow this guide to guarantee you make it to production.

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Whitepapers

Start Small and Scale Smart: Do You Need a Data Science Team, Platform, or Service?

There’s no one way to start using data science. This guide walks you through the pros and cons of each approach and discusses how to allocate your budget efficiently.

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Whitepapers

AI is Making BI Obsolete, and Machine Learning is Leading the Way

Why are we still hung up on BI? It’s time to embrace a paradigm that empowers us to make smarter, better predictions using real data with machine learning.

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Whitepapers

Feature Generation: The Next Frontier of Data Science

It’s time to take feature generation – a subset of feature engineering – from an art to a science by opening up additional data sources to achieve breakthroughs in predictive models.

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Whitepapers

The Complete Guide For Data Acquisition

This complete guide breaks down data acquisition into six steps, including data provider due diligence and data provider tests to uplift your model’s accuracy.

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Whitepapers

Building the Dream Team: Who Should Be Part of Your Data Science Organization?

Creating a data science team is about so much more than tracking down the right job titles or developing the right algorithms. Find out the key roles you need to build a rock star data science team.

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Whitepapers
Financial Services & Fintech

How Can You Enhance Your Risk Models? Finding Better Signals to Feed Them

In this in-depth guide, we reveal the real reasons your machine learning risk models are falling short, what you can do to fix them — and exactly how to tackle the problem.

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Whitepapers

Where’s the Weakest Link? Understanding Risk in Supply Networks

In our interconnected, globalized world, it’s harder and harder to track the weak spots in your supply chain. That’s why we created this handy guide to understanding and mitigating supply chain risk.

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