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Data Management

Next-Generation MDM - Architecting Intelligence for the Future

By Jeff Pohlmann | May 5, 2022
Master Data Management (MDM) can best be described as an organization's core data repository containing the basic information essential to conducting business. The recording and management of an organization's master data can be attributed to...

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Data Science

Antifragility, Machine Learning, and Graph-Structured Data (Ontologies) – Part 3 of 3

By Prad Upadrashta | May 27, 2021
Antifragility is a strong criterion that says that if we experience shocks or unexpected variances...
Data Science

Antifragility, Machine Learning, and Graph-Structured Data (Ontologies) – Part 2 of 3

By Prad Upadrashta | May 27, 2021
In the movie “The Core” [spoiler alert!] there is a great example (completely made-up, of course)...
Data Science

Antifragility, Machine Learning, and Graph-Structured Data (Ontologies) – Part 1 of 3

By Prad Upadrashta | May 26, 2021
A client recently asked if our entity matching algorithms are “antifragile”. This got me thinking....
Data Science, Intelligence

Smart Ingestion: Using ontology-driven AI

By Prad Upadrashta | October 12, 2020
Our clients frequently complain that their understanding of their business is hampered by the fact...
Data Science, Intelligence

Telling Stories in Data Science

By Prad Upadrashta | May 20, 2020
Communication is a key skill in any field. Without communication, we would be hard-pressed to drive...
Data Science

The Cowboy Problem: How not to get shot - Part 2

By Prad Upadrashta | April 30, 2020
“I cannot live without brain-work. What else is there to live for?” – Sherlock Holmes I saw this...
Data Science

The Cowboy Problem: How not to get shot - Part 1

By Prad Upadrashta | April 30, 2020
“My name is Sherlock Holmes. It is my business to know what other people don’t know.” – Sherlock...
Data Science

(How) Can Business Problem be Solved Using Data Science?

By Prad Upadrashta | April 1, 2020
The goal of data science is to translate ALL business problems into scientific problems which can...
Intelligence

The Value of Ontologies: A Visceral Understanding

By Prad Upadrashta | January 13, 2020
I often struggle to explain the value of ontologies to my clients. The word ‘ontology’ itself...
Data Science

The Most Valuable Skills to Learn as a Data Scientist Today

By Prad Upadrashta | November 14, 2019
There are a certain set of timeless skills that one should aim to develop over the course of their...
Data Science

The Magic of Data Science (Part 2)

By Prad Upadrashta | September 12, 2019
A two-blog series on what data science can do, with real world examples.
Data Science

The Magic of Data Science

By Prad Upadrashta | August 20, 2019
A two-blog series on what data science can do, with real world examples.
Data Science

The Brutal Truth about Data Science and Data Scientists (Part 2)

By Prad Upadrashta | July 12, 2019
A two-series blog by Prad Upadrashta, Ph.D., Chief Data Scientist, Mastech InfoTrellis
Data Science

The Brutal Truth about Data Science and Data Scientists

By Prad Upadrashta | June 26, 2019
A two-series blog by Prad Upadrashta, Ph.D., Chief Data Scientist, Mastech InfoTrellis Most data...

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