Sanchita PaulinAlmaBetterMachine Learning in Finance, Banking, and InsuranceWriters — Aditya Gupta, Himanshu Sharma, Priyanshi Sharma, Sanchita Paul.Jun 13, 2021Jun 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.Jun 6, 20211Jun 6, 20211
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…Apr 29, 2021Apr 29, 2021
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…Apr 22, 2021Apr 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.Apr 11, 2021Apr 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.Apr 7, 2021Apr 7, 2021
Sanchita PaulinAnalytics VidhyaIntroduction to Machine LearningWhat is Machine Learning?Apr 3, 2021Apr 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.Mar 23, 2021Mar 23, 2021
Sanchita PaulInferential StatiscticsWe know that descriptive statistics provide information about our immediate group of data.Mar 19, 2021Mar 19, 2021
