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William Vorhies's Blog – September 2018 Archive (4)

What’s New in Data Prep

Summary:  If you’re still writing code to clean and prep your data you're missing big opportunities for efficiency and consistency with modern data prep platforms.

 

Two things are true. 

  • Data prep still occupies about 80% of our model building time – the least enjoyable part.
  • If you’re still writing code…
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Added by William Vorhies on September 24, 2018 at 11:00am — 3 Comments

The Fourth Way to Practice Data Science – Purpose Built Analytic Modules

Summary:  Purpose Built Analytic Modules (PBAMs) such as those for Fraud Detection represent a fourth way to practice data science, a new model for the good use of Citizen Data Scientists, and a new market for AI-first companies.

 

It appears that data science has exited its age of exploration and entered into its…

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Added by William Vorhies on September 18, 2018 at 9:07am — No Comments

Analytics Translator – The Most Important New Role in Analytics

Summary:  The role of Analytics Translator was recently identified by McKinsey as the most important new role in analytics, and a key factor in the failure of analytic programs when the role is absent.

 

The role of Analytics Translator was recently…

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Added by William Vorhies on September 11, 2018 at 7:40am — 6 Comments

Democratizing Deep Learning – The Stanford Dawn Project

Summary:  How about we develop a ML platform that any domain expert can use to build a deep learning model without help from specialist data scientists, in a fraction of the time and cost.  The good news is the folks at the Stanford DAWN project are hard at work on just such a platform and the initial results are extraordinary.

 …

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Added by William Vorhies on September 4, 2018 at 8:02am — No Comments

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