Statistics
📄 32 ArticlesRidge vs LASSO vs Elastic Net Regression
Ridge and LASSO are two important regression models which comes handy when Linear Regression fails to work. This topic needed […]
Statistics Interview Questions – Day 12
Topic – Statistics Interview Questions Statistics, in simple terms, is a way of collecting, organizing, analyzing, interpreting, and presenting data […]
Linear, LASSO, Elastic Net, and Ridge Regression in Layman terms (R) with complete code – Part 1
Linear, LASSO, Elastic Net, and Ridge Regression are the four regression techniques which are helpful to predict or extrapolate the […]
Multicollinearity in Simple Terms
We all know the definition of multi-collinearity i.e. when 2 or more explanatory variable in multi regression model are highly […]
Tests in Statistics – Chi Square Test
Hypothesis testing is one of the most important topic in a Data Science course. Hypothesis tests evaluates two mutually exclusive […]
Basic Statistics
Data Science is 60% Mathematics and 40% coding and other things. Obviously, the numbers are random, but it makes complete […]
Statistics Complete Tutorial – 7 Days Analytics Course
Statistics Complete TutorialWhat is Statistics in simple terms?In simple terms, statistics is a branch of mathematics that involves collecting, analyzing, […]
Common Statistical Tests
There are various statistical tests in Data Analysis, following are the tests and their use:-1. Correlation -> This test looks […]
Cross Validation and varImp in R
I was onto our next book – Linear,Ridge, LAASO, and Elastic Net Algorithm explained in layman terms with code in […]
Story of Bias, Variance, Bias-Variance Trade-Off
Why do we predict?We predict in order to identify the trend of the future by using our sample data set. […]