Common Mistakes When Outsourcing Private Data and How to Avoid Them
The majority of companies choose to outsource their ML solution. It makes sense since AI development demands unique and hard-to-obtain expertise and experience. That is w...
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How to ensure data quality and integrity?
In today’s world, data have become an organization’s most valuable asset. But, not all data is valuable. If organizations work with untrustworthy data, it can eas...
The Data Value Chain: data observability’s missing link
Data observability is an exploding category, and it seems like tools are getting invented, announced, and funded on a weekly basis. Poke around, though, and you’ll noti...
Sources of Training Data for Computer Vision Annotation
We are aware of how autonomous or driverless vehicles process vast amounts of data to develop the sense of their environment. Computer vision is one of the levels in auto...
Data intelligibility and the quest for mutually understood meaning
The other day, I came across a Quora question I just had to answer. This is not unusual for me. It wasn’t that the question itself didn’t deserve an answer. It was th...
Marketing Analytics and the Modern Data Scientist
Motivation – Solving a Marketing Problem A large ecommerce company has allocated a hefty budget for marketing activities before its upcoming sale event—its biggest in...
How to Make a Career in Big Data Engineering
Big data is now the hottest new IT trend with several opportunities. Companies are keen on hiring big data engineers. They work with databases and massive data processing...
Data Observability and Its Importance in Determining Intent
In my blog “The Importance of Determining Intent”, I discussed the importance of determining user intent to create an “intelligent” user or stakeholder experience...
Mastering the Data Economic Multiplier Effect and Marginal Propensity to Reuse
Note: this blog introduces the concept of the Marginal Propensity to Reuse which is the primary driver behind the Data Economic Multiplier Effect and the Schmarzo Economi...
The Disappearing Data Scientist
1. THE DISAPPEARING DATA SCIENTIST BY KURT CAGLE MANAGING EDITOR DATA SCIENCE CENTRAL 2. THESIS: THE DATA SCIENTIST IS GOING AWAY. INSTEAD, DATA LITERACY IS BECOMING CRI...