Indresh BhattacharyyaPyMLPipe: MLOPs Python Package with Pytorch supportIn the Last Article We Covered Basics of using PyMLPipe5 min read·Jul 20, 2022----
Indresh BhattacharyyaPyMLPipe: A lightweight MLOps Python PackageCreating a ML model and actually productionalize the ML model are very different in nature.4 min read·Jul 12, 2022----
Indresh BhattacharyyainOmdenaAnomaly Detection on the Surface of Mars.Unsupervised Labeling of Images for Object Detection Algorithms (Part 1/2).6 min read·Oct 12, 2019----
Indresh BhattacharyyaRemaking of shortened (SMS/tweet/Post) slangs and word contraction into Sentences NLPThe biggest problem in NLP is shortened words in tweets or posts like but to bt, for to fr, not to nt, thre to there etc. Now the biggest…6 min read·Mar 4, 2019--1--1
Indresh BhattacharyyaTwitter #PulwamaAttack Data Analysis(Tweepy and plotly)On the onset of Valentines Day(February 14, 2019) 44 of Our Brave Indian Soldiers were Killed in a terrorist bombing in the Pulwama region…4 min read·Feb 21, 2019----
Indresh BhattacharyyaFeature Selection (Boruta /Light GBM/Chi Square)-Categorical Feature SelectionFeature Selection is an important concept in the Field of Data Science. Specially when it comes to real life data the Data we get and what…5 min read·Sep 12, 2018--2--2
Indresh BhattacharyyaSMOTE and ADASYN ( Handling Imbalanced Data Set )Recently I was working on a project where the data set I had was completely imbalanced. It was a binary classification problem and the…4 min read·Aug 3, 2018--11--11
Indresh BhattacharyyaMulti-Label Classification(Blog Tags Prediction)using NLPThe difference between a multi-class classification and a multi-label classification?8 min read·Jul 10, 2018--4--4
Indresh BhattacharyyaSupport Vector Regression Or SVRThis post is about SUPPORT VECTOR REGRESSION. Those who are in Machine Learning or Data Science are quite familiar with the term SVM or…5 min read·Jun 29, 2018--11--11
Indresh BhattacharyyaPolynomial regressionAs told in the previous post that a polynomial regression is a special case of linear regression. As we have seen in linear regression we…5 min read·Jun 22, 2018--1--1