ML and Causality – Why?
Machine learning is Competence without Comprehension as famously noted by Dan Dennett, the pre-eminent philosopher of our times. There are two aspects to Machine Learning… Read More »ML and Causality – Why?
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PGMadhavan
AI Business Transformation Playbook for Executives
I am delighted to present my new blog – AI Business Transformation Playbook for Executives. originally posted here. I get into the nuts-and-bolts of AI Systems Solutioning… Read More »AI Business Transformation Playbook for Executives
IoT Data Science & “DML” – match made in heaven?
DML stands for “Dynamical Machine Learning” (more in the book, “SYSTEMS Analytics for IoT Data Science”, 2017). This match is not surprising once you realize… Read More »IoT Data Science & “DML” – match made in heaven?
NEXT Machine Learning Paradigm: “DYNAMICAL" ML
Dynamical ML is machine learning that can adapt to variations over time; it requires “real-time recursive” learning algorithms and time-varying data models such as the… Read More »NEXT Machine Learning Paradigm: “DYNAMICAL" ML
History as a guide to IoT growth trajectory
Internet of Things (IoT) has generated a ton of excitement and furious activity. However, I sense some discomfort and even dread in the IoT ecosystem… Read More »History as a guide to IoT growth trajectory
IoT as a Metaphor
What exactly is “IoT”? Internet of Things, yes; but what does that mean? Internet of Things is a structural definition; it says there are “Things”… Read More »IoT as a Metaphor
Generalized Dynamical Machine Learning
In this year of Rudolf Kalman’s demise, this article is dedicated to his memory. We introduce a new Machine Learning (ML) solution for Dynamical, Non-linear,… Read More »Generalized Dynamical Machine Learning
Independent Analytics Vendor (IAV) – a new vendor category?
ISVs are commonplace in software and technology business. Per Wikipedia, an independent software vendor (ISV) is an organization specializing in making software, designed for mass… Read More »Independent Analytics Vendor (IAV) – a new vendor category?
What exactly is Data Science?
Reading some recent blogs, I sense a level of angst among Data Science practitioners about the nature of their field. What exactly IS Data Science… Read More »What exactly is Data Science?
Static & DYNAMICAL Machine Learning – What is the Difference?
In an earlier blog, “Need for DYNAMICAL Machine Learning: Bayesian exact recursive estimation”, I introduced the need for Dynamical ML as we now enter… Read More »Static & DYNAMICAL Machine Learning – What is the Difference?