Sanchita PaulinAlmaBetterMachine Learning in Finance, Banking, and InsuranceWriters — Aditya Gupta, Himanshu Sharma, Priyanshi Sharma, Sanchita Paul.9 min read·Jun 13, 2021----
Sanchita PaulinAlmaBetterLight GBM: It is 10 times faster!Light GBM is another version of Gradient Boosting. The light stands for lighter version which makes it faster and more accurate.4 min read·Jun 6, 2021--1--1
Sanchita PaulinAlmaBetterNLP Techniques: Text PreprocessingNatural Language Processing is getting to be one of the most popular techniques that is being used. It is a technique used to program…6 min read·Apr 29, 2021--1--1
Sanchita PaulinAnalytics VidhyaHierarchical Clustering: It’s just the order of clusters!What is Hierarchical Clustering? Well by definition it is an unsupervised method of creating similar groups from top to bottom or bottom…3 min read·Apr 22, 2021----
Sanchita PaulinAnalytics VidhyaRegularized Regression: When your Linear Regression model overfits.Before we dive into what Regularized Regression, let us understand what high bias and overfitting means.5 min read·Apr 11, 2021----
Sanchita PaulinAnalytics VidhyaHow to check for assumptions in a Linear RegressionBefore we move to checking the assumptions let us first understand why do we need to need to check for assumptions before fitting a model.4 min read·Apr 7, 2021----
Sanchita PaulinAnalytics VidhyaIntroduction to Machine LearningWhat is Machine Learning?6 min read·Apr 3, 2021----
Sanchita PaulinAlmaBetterHypothesis Testing: Understanding A/B testingBefore we begin with A/B testing, it is of the utmost importance that we understand Hypothesis testing first.11 min read·Mar 23, 2021----
Sanchita PaulInferential StatiscticsWe know that descriptive statistics provide information about our immediate group of data.4 min read·Mar 19, 2021----
