Ploomber vs Kubeflow: Making MLOps Easier
In this short article, I’ll try to capture the main differences between the MLops tools Ploomber and Kubeflow. We’ll cover some background on what is Ploomber, Kubefl...
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Understanding Distance Metrics and Their Significance
I saw a nice representation of distance metrics. This topic is not easy to explain. This representation provides a good overview (link below to download larger pdf image)...
How to Pick the Right URL for Your Landing Page
Currently, there are 1.8 billion active websites on the internet, with more on the way. As a result, business owners must think of innovative strategies to attract new cl...
Decisions Part 1: Creating an AI-driven Decision Factory
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, you’d be dead”. And the reas...
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...
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...
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...
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...