Sundar KrishnaninTowards Data ScienceReal-time Model Interpretability API using SHAP, Streamlit and DockerA self-service API to explain model scores real-timeOct 21, 20203Oct 21, 20203
Sundar KrishnaninTowards Data ScienceIntroducing Xverse! — A python package for feature selection and transformationXverse short for X Universe is a python package for machine learning to assist Data Scientists with feature transformation and feature…Dec 17, 201914Dec 17, 201914
Sundar KrishnaninTowards Data ScienceHow 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, 201917Feb 27, 201917
Sundar KrishnaninTowards Data ScienceChatbots are cool! A framework using PythonDid 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, 20185Dec 6, 20185
Sundar KrishnanCreate your own Voice based application using PythonVoice based devices/applications are growing a lot. Today, there are Google Assistant, Alexa which takes our voice as input, process them…Jul 23, 201824Jul 23, 201824
Sundar KrishnaninTowards Data ScienceEnd to End — Predictive model using Python frameworkPredictive 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, 20188Jun 21, 20188
Sundar KrishnanVariable Selection using Python — Vote based approachVariable 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, 20184May 8, 20184
Sundar KrishnanWeight of evidence and Information Value using PythonWeight of evidence (WOE) and Information value (IV) are simple, yet powerful techniques to perform variable transformation and selection…Apr 29, 201821Apr 29, 201821