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Sundar Krishnan

Sundar Krishnan
in
Towards Data Science

Real-time Model Interpretability API using SHAP, Streamlit and Docker

A self-service API to explain model scores real-time

Oct 21, 2020

Real-time Model Interpretability API using SHAP, Streamlit and Docker

Oct 21, 2020

Sundar Krishnan
in
Towards Data Science

Introducing Xverse! — A python package for feature selection and transformation

Xverse short for X Universe is a python package for machine learning to assist Data Scientists with feature transformation and feature…

Dec 17, 2019

Introducing Xverse! — A python package for feature selection and transformation

Dec 17, 2019

Sundar Krishnan
in
Towards Data Science

How to use Google Speech to Text API to transcribe long audio files?

Speech recognition is a fun task. A lot of API resources are available in market today which makes it easier for user to opt for one or…

Feb 27, 2019

How to use Google Speech to Text API to transcribe long audio files?

Feb 27, 2019

Sundar Krishnan
in
Towards Data Science

Chatbots are cool! A framework using Python

Did you like what you saw on the Kelly Movie Bot video? If the answer is “Yes” and you want to implement a chatbot, you can start reading…

Dec 6, 2018

Chatbots are cool! A framework using Python

Dec 6, 2018

Sundar Krishnan

Create your own Voice based application using Python

Voice based devices/applications are growing a lot. Today, there are Google Assistant, Alexa which takes our voice as input, process them…

Jul 23, 2018

Create your own Voice based application using Python

Jul 23, 2018

Sundar Krishnan
in
Towards Data Science

End to End — Predictive model using Python framework

Predictive modeling is always a fun task. The major time spent is to understand what the business needs and then frame your problem. The…

Jun 21, 2018

End to End — Predictive model using Python framework

Jun 21, 2018

Sundar Krishnan

Variable Selection using Python — Vote based approach

Variable selection is one of the key process in predictive modeling process. It is an art. To put is simple terms, variable selection is…

May 8, 2018

Variable Selection using Python — Vote based approach

May 8, 2018

Sundar Krishnan

Weight of evidence and Information Value using Python

Weight of evidence (WOE) and Information value (IV) are simple, yet powerful techniques to perform variable transformation and selection…

Apr 29, 2018

Weight of evidence and Information Value using Python

Apr 29, 2018

Sundar Krishnan

Sundar Krishnan

I am passionate about Artificial Intelligence and Data Science. I focus on 360 degree customer analytics models and machine learning workflow automation.

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