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PG Madhavan
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Prasanth liked PG Madhavan's blog post NEXT Machine Learning Paradigm: “DYNAMICAL"​ ML
Mar 21
gökhan sargın liked PG Madhavan's blog post Generalized Dynamical Machine Learning
Dec 29, 2017
Sung-Kook Han commented on PG Madhavan's blog post Machine Learning Ontology
"Good ~~~"
Nov 7, 2017
Sohail Iqbal liked PG Madhavan's blog post IoT Data Science & “DML” – match made in heaven?
Oct 1, 2017
PG Madhavan's blog post was featured

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 that DML & IoT are both based on the venerable Systems Theory. Let us dig deeper . . .Consider IoT for industrial applications. A machine is instrumented with sensors, data are collected in real-time (or at intervals), communicated to the cloud where IoT Data Science techniques predict…See More
Sep 12, 2017
PG Madhavan posted a blog post

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 that DML & IoT are both based on the venerable Systems Theory. Let us dig deeper . . .Consider IoT for industrial applications. A machine is instrumented with sensors, data are collected in real-time (or at intervals), communicated to the cloud where IoT Data Science techniques predict…See More
Sep 12, 2017
Parmod Kumar liked PG Madhavan's blog post Generalized Dynamical Machine Learning
Aug 19, 2017
Saurabh Prabhu liked PG Madhavan's blog post Static & DYNAMICAL Machine Learning – What is the Difference?
Aug 2, 2017
Rodolfo Layedra liked PG Madhavan's blog post Static & DYNAMICAL Machine Learning – What is the Difference?
Jul 27, 2017
Turgut liked PG Madhavan's blog post Generalized Dynamical Machine Learning
Jul 7, 2017
PG Madhavan posted a blog post

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 about the future – typical when a field is not growing at a hockey-stick pace . . .“History may not repeat itself but it rhymes”, Mark Twain may have said. What history does IoT rhyme with? I have often used this diagram to crisply define IoT.…See More
Apr 9, 2017
William Vorhies commented on PG Madhavan's blog post History as a guide to IoT growth trajectory
"Very interesting analysis.  Particularly liked differentiating between entropy reduction and other prior drivers of industrial expansion."
Apr 4, 2017
William Vorhies liked PG Madhavan's blog post History as a guide to IoT growth trajectory
Apr 4, 2017
PG Madhavan's blog post was featured

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 about the future – typical when a field is not growing at a hockey-stick pace . . .“History may not repeat itself but it rhymes”, Mark Twain may have said. What history does IoT rhyme with? I have often used this diagram to crisply define IoT.…See More
Apr 3, 2017
PG Madhavan posted a blog post

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 about the future – typical when a field is not growing at a hockey-stick pace . . .“History may not repeat itself but it rhymes”, Mark Twain may have said. What history does IoT rhyme with? I have often used this diagram to crisply define IoT.…See More
Apr 3, 2017
Ertuğrul Ural liked PG Madhavan's blog post NEXT Machine Learning Paradigm: “DYNAMICAL"​ ML
Mar 29, 2017

Profile Information

Short Bio
PG is an expert in Predictive Analytics. He has 20+ years of software products, platforms and framework experience in leadership roles at major corporations such as Microsoft, Lucent, AT&T and Rockwell and startups, Zaplah Corp (Founder and CEO) and Solavei.
http://www.jininnovation.com/index.html
My Web Site Or LinkedIn Profile
http://www.jininnovation.com/index.html
Professional Status
C-Level
Years of Experience:
25+ years
Your Company:
JIN Innovation
Industry:
Analytics
Your Job Title:
Algorist
How did you find out about DataScienceCentral?
LinkedIn
Interests:
Networking, New venture

PG Madhavan's Blog

IoT Data Science & “DML” – match made in heaven?

Posted on September 11, 2017 at 12:30pm 0 Comments

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 that DML & IoT are both based on the venerable Systems Theory. Let us dig deeper . . .

Consider IoT for industrial applications. A machine is instrumented with sensors, data are collected in real-time (or at intervals), communicated to the cloud where IoT Data Science…

Continue

History as a guide to IoT growth trajectory

Posted on April 2, 2017 at 1:00pm 1 Comment

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 about the future – typical when a field is not growing at a hockey-stick pace . . .

“History may not repeat itself but it rhymes”, Mark Twain may have said. What history does IoT rhyme with?

 I have often used this diagram to crisply define IoT.…

Continue

NEXT Machine Learning Paradigm: “DYNAMICAL"​ ML

Posted on March 18, 2017 at 2:30pm 1 Comment

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 ones described in the blog,…

Continue

IoT Machine Learning – Industrial or Printing Press revolution?

Posted on November 2, 2016 at 12:00pm 0 Comments

Many people worry that "AI" will usher in a new Industrial revolution where machines replace humans. My take is that it will be more like the Printing press revolution that launched the Age of Enlightenment! The effect will be less of soaring productivity but more of better decision-making leading to a SMARTER society.

 

Part of the problem is the misnomer, "AI or artificial intelligence"…

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