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Sankaran Iyer
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  • Sydney, NSW
  • Australia
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ECE CEREN IZGI liked Sankaran Iyer's blog post Building a Process Output Optimization Solution using Multiple Models, Ensemble Learning and a Genetic Algorithm.
Mar 10
Giorgio Garziano liked Sankaran Iyer's blog post Building a Process Output Optimization Solution using Multiple Models, Ensemble Learning and a Genetic Algorithm.
Mar 6
Avirup Dasgupta liked Sankaran Iyer's blog post Building a Process Output Optimization Solution using Multiple Models, Ensemble Learning and a Genetic Algorithm.
Mar 4
Sankaran Iyer posted blog posts
Mar 4
Kamal Singh liked Sankaran Iyer's blog post Building a Deep Learning Model for Process Optimisation
Jan 17
Pawel liked Sankaran Iyer's blog post Building a Deep Learning Model for Process Optimisation
Jan 16
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Jan 16
Sankaran Iyer liked Emmanuelle Rieuf's blog post Deep Learning Libraries by Language
Jan 16
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Daminda Herath liked Sankaran Iyer's blog post Building a Deep Learning Model for Process Optimisation
Jan 15
Sankaran Iyer posted blog posts
Jan 13
Shay Pal liked Sankaran Iyer's blog post Building a Deep Learning Model for Process Optimisation
Jan 13
Sankaran Iyer's blog post was featured

Building a Deep Learning Model for Process Optimisation

1.       AbstractThe objective of this paper is to present the process of building a Deep Learning Model for optimising the output for a Production Process from a Training sample using Weka Multilayer Perceptron. The scope is limited to implementation only and does not cover the theory behind Artificial Neural Networks. The Genetic Algorithm is specifically developed and adapted for the kind of data involved and is dealt with in detail This work is the outcome of a comprehensive prototyping and…See More
Jan 13
Sankaran Iyer liked ajit jaokar's blog post An Introduction to Deep Learning and it’s role for IoT/ future cities
Nov 12, 2016

Profile Information

Short Bio
I have over 20 years of experience in Telecommunication in both Technical and General Project Management. For the past few years I have managed Big Data Analytics Projects
I have a strong passion for Data Science, experienced in Machine Learning. Did my Post Graduate thesis in developing a machine learning system using artificial neural network for hand printed character recognition. I am currently pursuing Deep Learning techniques for Computer Vision.I am also interested in the state of the art techniques for Big Data Analytics,iOT, M2M and Hadoop.
My Web Site Or LinkedIn Profile
http://https://www.linkedin.com/in/sankaran-iyer-pmp-csm-4b405918
Field of Expertise
Analytics, Other, Big Data
Professional Status
Manager
Years of Experience:
22
Your Company:
Nokia
Industry:
Telecommunications
Your Job Title:
Senior Project Manager
How did you find out about DataScienceCentral?
Through a Friend
Interests:
Finding a new position, Networking, New venture

Sankaran Iyer's Blog

Building a Process Output Optimization Solution using Multiple Models, Ensemble Learning and a Genetic Algorithm.

Posted on March 2, 2017 at 10:30pm 0 Comments

1. Abstract

The objective of this paper is to present the process of building a model for identifying the right combination of inputs for optimizing the Concrete Compressive Strength. Multiple machine learning algorithms were evaluated. A process of optimizing the solution using Ensemble Learning was…

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Building a Deep Learning Model for Process Optimisation

Posted on January 9, 2017 at 4:30pm 0 Comments

1.       Abstract

The objective of this paper is to present the process of building a Deep Learning Model for optimising the output for a Production Process from a Training sample using Weka Multilayer Perceptron. The scope is limited to implementation only and does not cover the theory behind Artificial Neural Networks. The Genetic Algorithm is specifically developed and adapted for the kind of data involved and is dealt with in…

Continue

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