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Data Enrichment

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data preparation using python
August 3, 2020 Explorium Data Science Team Data Enrichment

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,

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data catalog
June 1, 2020 Explorium Data Science Team Data Enrichment

Why You Need Data Catalogs, Not Databases

Congratulations! You’ve embraced machine learning and data science and your organization is well on its way to building a system that helps you deploy predictive analytics

data ecosystem
April 27, 2020 Explorium Data Science Team Data Enrichment

How to Connect to the Data Ecosystem

Pinpointing the most useful machine learning data and figuring out how to combine sources to create accurate, meaningful models is one of the most business-critical areas

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

data for businesses
March 16, 2020 Explorium Data Science Team AI Education

Tomorrow Comes Today - Using External Data to Cut Through the Unpredictability of Crises

"Only a crisis —  actual or perceived — produces real change." - Milton Friedman The start of 2020 has been one of the most turbulent on

alternative data use cases
March 9, 2020 Shelby Blitz Data Enrichment

How SMBs Can Boost Their Bottom Line With External Data

There are some insights that can only come from the data you produce or collect in-house. Historical sales figures, for example. Foot traffic through your store.

data integration metrics
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.

alternative data for online lenders
January 20, 2020 Explorium Data Science Team Data Enrichment

It’s Official: Online Lenders Can No Longer Afford to Ignore Alternative Data

You don’t know what you don’t know, as the old saying goes. But in the age of Big Data, you simply can’t afford to shrug off

data acquisition in data science
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

Categories
  • All posts
  • AI Education
  • AI for FinTech
  • AI in the news
  • Automation
  • B2B Marketing
  • Business Intelligence
  • Consumer Goods
  • Data Acquisition
  • Data Architecture
  • Data Enhancement
  • Data Enrichment
  • Data Quality
  • Data Science
  • Digital Marketing
  • Explainability
  • External Data
  • External Data for eCommerce
  • External Data Orchestration
  • Feature Engineering
  • Feature Selection
  • General
  • Interpretability
  • Machine Learning
  • Predictive Models
  • Security & Privacy
  • Tutorials
  • unknown unknowns
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