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Model drift
February 24, 2020 Juan De Dios Santos Data Science

Understanding and Handling Data and Concept Drift

I know you’ve heard this a million times, but I’ll say it one more time: nothing lasts forever. Youth is not eternal, your phone gets slower,

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feature engineering for machine learning
February 17, 2020 Eric Feldman Data Science

Stay Inside The Lines: Coloring With Artificial Intelligence

After a few months with no side projects on my plate, I was eager to create something new. I’ve made it a routine to try and

feature engineering for machine learning
February 10, 2020 Eilon Baer Data Enrichment

Support and Coverage – Data Integration Metrics You Should Know

Data enrichment is a crucial step in the modeling process that data scientists tend to overlook due to the difficulty in finding and utilizing external sources.

feature stability
January 13, 2020 Aviv Nutovitz Feature Selection

Cracking The Stability of Feature Selection

One of the best ways to improve your production machine learning models is to improve the data that your model is trained on. Simple, right? Not

gold mine
January 9, 2020 Revital Rubin Data Enrichment

5 Steps to Mine Hidden Gold Out of An External Data Source

If you’re familiar with Explorium then you know that we believe the core challenge for data science is data. Specifically, we believe data scientists need more

Hit Song Classifier Part 2
November 20, 2019 Maël Fabien Data Science

Using Data Science to Predict the Next Hit Song (Part 2)

In part one of this two-part series, we explored basic models and data enrichments for our hit song classifier. In this article, we will try to

Predict customer churn
November 11, 2019 Explorium Data Science Team Data Science

Beginner’s Guide to Python Modeling Using XGBoost Package

Everyone knows that having a large number of loyal customers is the key to the success of a business. This statement is even more significant for

Data Science to Predict the Next Hit Song
November 6, 2019 Maël Fabien Data Science

Using Data Science to Predict the Next Hit Song (Part 1)

It comes as no surprise that the music industry is tough. When you decide to produce an artist or invest in a marketing campaign for a

Categories
  • All posts
  • AI Education
  • Automation
  • Business Intelligence
  • Data Enrichment
  • Data Science
  • Explainability
  • Feature Engineering
  • Feature Selection
  • General
  • Interpretability
  • Machine Learning
  • Predictive Models