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PG Madhavan
  • Bellevue, WA
  • United States
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Latest Activity

Turgut liked PG Madhavan's blog post Generalized Dynamical Machine Learning
Jul 7
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
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
William Vorhies liked PG Madhavan's blog post History as a guide to IoT growth trajectory
Apr 4
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
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
Ertuğrul Ural liked PG Madhavan's blog post NEXT Machine Learning Paradigm: “DYNAMICAL"​ ML
Mar 29
Kishore Samineni commented on PG Madhavan's blog post NEXT Machine Learning Paradigm: “DYNAMICAL"​ ML
"Nice info."
Mar 23
PG Madhavan's blog post was featured

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 ones described in the blog, Generalized Dynamical Machine Learning. Continuous learning using DYNAMICAL machine learning is ready for implementation today; it adds the following FOUR…See More
Mar 19
PG Madhavan posted a blog post

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 ones described in the blog, Generalized Dynamical Machine Learning. Continuous learning using DYNAMICAL machine learning is ready for implementation today; it adds the following FOUR…See More
Mar 19
Sean Andrews liked PG Madhavan's blog post Machine Learning Ontology
Mar 19
Daminda Herath liked PG Madhavan's blog post Static & DYNAMICAL Machine Learning – What is the Difference?
Mar 18
PG Madhavan commented on William Vorhies's blog post Two Hot Growth Areas for IoT
"Great insights, Bill. Also there will be another bucket of opportunities for startups - similar to ISVs and IHVs built on Microsoft platform (Windows). In this iteration, they can build companies by creating products using GE, Hitachi, and other IoT…"
Nov 9, 2016
PG Madhavan posted a blog post

IoT Machine Learning – Industrial or Printing Press revolution?

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" (which may be great marketing).…See More
Nov 2, 2016
PG Madhavan's blog post was featured

IoT Machine Learning – Industrial or Printing Press revolution?

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" (which may be great marketing).…See More
Nov 2, 2016
Gayathry Dasika liked PG Madhavan's blog post IoT as a Metaphor
Oct 21, 2016

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
Field of Expertise
Analytics, Data Science
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

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"…

Continue

IoT as a Metaphor

Posted on October 16, 2016 at 9:30am 0 Comments

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” such as sensors and devices (on machines or people) connected together in a Network. So what? What does a Network of Sensors & Devices allow us to DO? What is the functional description of IoT?

Being able to connect things together is “table stakes” at the intelligence augmentation game. What…

Continue

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