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