This rubric covers the use of statistical tools working on large datasets to create models and derive inferences, as well as coverage of the field in its entirety. This differs from machine learning primarily in that the latter focuses on functional gradient analysis or neural networks (kernels) to derive models.
Data engineering is a critical part of data science. Most of the time, they occur together in business applications. However, there are some fundamental differences… Read More »Top 5 Fundamental Concepts of Data Engineering
Data science management has become an essential element for companies that want to gain a competitive advantage. The role of data science management is to… Read More »5 Product Management Tips for Data Science Projects
This is part 1 in a multi-part series on the value-realizing, collaborative power of decisions. My mom used to say, “If it was a snake,… Read More »Decisions Part 1: Creating an AI-driven Decision Factory
In a week when privacy is very much on the agenda, we ask how can we protect AI models. This is already a mature field… Read More »Could an explainable model be inherently less secure?
Big data is all over the place! and it has the ability to provide us with far more than we expect. Be it: A hospital… Read More »Amazing Benefits of Big Data Analytics Career
Three inspirational articles from Nikko Ström about Symbolic AI [1], Melanie Mitchell about AI-based Understanding [2] and Yoshua Bengio about the Conscious Prior [3], have… Read More »Approach to AGI: how can a “synthetic being” learn?
ABSTRACT This paper discusses techniques for merging data files where no key field exists between the files. The paper will illustrate an approach to resolve… Read More »Fuzzy Bootstrap Matching
Machine Learning Engineers, Data Scientists, and Big Data Engineers rank among the top emerging jobs on LinkedIn. Forbes Data Engineering Data engineering is the process… Read More »An Overview of the Big Data Engineer
This tutorial explains how to build confidence regions (the 2D version of a confidence interval) using as little statistical theory as possible. I also avoid… Read More »Dual Confidence Regions: A Simple Introduction
KEH is a ReCommerce camera specialist in finding and providing the best high-end camera gear at an attractive price. To better serve a growing demand… Read More »DSC Webinar Series: Boosting Your eCommerce Business with Marketing Analytics
