Sankaran Iyer's Friends

View All

Gifts Received

Sankaran Iyer has not received any gifts yet

Give a Gift

Sankaran Iyer's Page

Latest Activity

Narcis Zaharia liked Sankaran Iyer's blog post Building a Deep Learning Model for Process Optimisation

Jun 15, 2018

Victor Hugo Calle Gil liked Sankaran Iyer's blog post Building a Process Output Optimization Solution using Multiple Models, Ensemble Learning and a Genetic Algorithm.

Apr 26, 2018

Wayne G Fischer commented on Sankaran Iyer's blog post Building a Deep Learning Model for Process Optimisation

"The implication of Section 4.1 "Gathering Training Sample Data" is that the five attributes are directly controllable. If that is that case, and you choose the attribute settings as you suggest, then you have a very nice Designed…"

Feb 12, 2018

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 a PhD candidate working on Computer Vision using Deep Learning.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

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 4 Likes

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…

Continue

Building a Deep Learning Model for Process Optimisation

Posted on January 9, 2017 at 4:30pm 1 Comment 6 Likes

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