PinnedGowtham S RStandardization vs NormalizationIs feature scaling mandatory? when to use standardization? when to use normalization? what will happen to the distribution of the data…Jun 27, 20221Jun 27, 20221

PinnedGowtham S RinTowards AI5 Regression Metrics Explained in Just 5minsWhat are the different regression metrics ? Can R2 score become 0? when will R2 score become negative? what are the differences between…Jul 2, 2022Jul 2, 2022

Gowtham S RPractical Data Analysis with Pandas and SQLLet us perform data analysis with both pandas and SQL and understand them practically.Nov 30, 2022Nov 30, 2022

Gowtham S RHandling Missing Values With Univariate ImputationWhat are the different univariate imputation techniques to handle the numerical missing values?Nov 23, 20221Nov 23, 20221

Gowtham S RKnow This Before Dropping The Missing ValuesWhat is the proper way to handle the missing values in the dataset? when should I drop the missing values? When should I impute the missing…Nov 22, 20222Nov 22, 20222

Gowtham S RWhat are parametric and Non-Parametric Machine Learning Models?IntroductionOct 17, 2022Oct 17, 2022

Gowtham S RinTowards AIEncoding Categorical Data- The Right WayTypes of DataOct 11, 20222Oct 11, 20222

Gowtham S RBuild a Stunning Portfolio Website in Just 10mins with 4 simple steps.You can build a stunning portfolio website for free of cost using GitHub pages and showcase your work. You get one site per GitHub account…Oct 10, 2022Oct 10, 2022

Gowtham S RinTowards AIHow Should We Detect and Treat the Outliers?What are outliers? How do we need to detect outliers? How do we need to treat the outliers?Oct 5, 20221Oct 5, 20221

Gowtham S RHow do I Analyze the data before building a machine-learning model?Table of Contents:Sep 12, 20221Sep 12, 20221