Machine Learning

Diving Deeper into Machine Learning: Exploring Updates, Analysis, and Practical Insights on Our Blog

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Feature Engineering – A Complete Introduction
Feature Engineering – A Complete Introduction

  What is Feature Engineering?  Feature engineering is the process of improving a model’s accuracy by using domain knowledge to select and transform raw data’s most relevant variables into features…

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Machine Learning

Top Tips for Data Preparation for Machine Learning Using Python

Your machine learning model is only as good as the data you feed into it. That makes data preparation for machine learning (or cleaning, wrangling, cleansing, pre-processing, or any other…

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Machine Learning

Could Machine Learning Help Tom Haverford Save Entertainment 720?

In the world of TV’s Parks and Recreation, few people are as concerned about their image and how they market themselves as Tom Haverford. The erstwhile entrepreneur loves to think…

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Machine Learning

Could ML-Powered Risk Models Really Spot OZARK’s Schemes?

It takes Marty Byrde less than three episodes of television to go from white-collar embezzler at a major bank to blue-collar money launderer for the Mexican drug cartels. And boy,…

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Machine Learning

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 they’re food for thought,…

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Machine Learning

How To Communicate Your Marketing Questions for Data Scientists

When you make accurate predictions, you make smarter business decisions. This is the core value data science offers to marketers. It’s easy to get caught up in the buzzwords, but…

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Machine Learning

Reframing the Connection Between Data Science and Automation

AI has become a buzzword, even as machine learning (ML) and data science push toward automation. We’ve all seen a million articles about how AI will revolutionize this or that,…

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Machine Learning

Asking the Right Questions: How Machine Learning Improves Your Insights

A good data scientist is a bit like a good journalist: they know how to ask questions so precise and to the point that there can be no vague, misleading…

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Machine Learning

How to Navigate the New Data Science and Machine Learning Landscape

We’re living through unprecedented times. Until this moment, organizations were successfully using data science models, machine learning, and other types of AI across the funnel to gain visibility throughout their…

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Machine Learning

The Three Skills You Need to Instill in Your Data Science Team

Data science and AI have enormous potential to make your organization run more efficiently and profitably. They can be used to optimize processes, identify emerging risk and fraud attempts, spot…

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