The Hybrid to Give Your AI the Gift of Knowledge
Data Points Hybrid AI is already overcoming the limitations of single technique approaches Symbolic AI understands actual knowledge, not just data Hybri...
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Ten years of Google Knowledge Graph
It’s been ten years since Google (now a child of holding company Alphabet) coined the term “knowledge graph” and described (in general terms) how their knowledge gr...
How to Make Glowing Visualizations – Literally
I explain here how to do it in Excel. But the principle is general. You can produce this type of visualization with other tools. There are many features in Excel that all...
Abundance Mentality is Key to Exploiting the Economics of Data
Why do data silos, and now analytic silos, continue to exist? It can’t be due to technical issues. Data silos appeared in the 1990s when we were trying to m...
Application Integration vs Data Integration: A Comparison
Application integration and data integration are approaches taken by organizations to utilize data from different systems, but they meet different needs. They are the two...
Why We Can’t Trust AI to Run The Metaverse
New study highlights key metrics for measuring trust. Web 2.0 trust issues will bleed over to the metaverse. One solution is the change how we measure trustworthiness. Ar...
Could an explainable model be inherently less secure?
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 but still not on the radar of most developers...
Amazing Benefits of Big Data Analytics Career
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 that gathers information in order to assess spe...
Approach to AGI: how can a “synthetic being” learn?
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], h...
Fuzzy Bootstrap Matching
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 two issues t...