Chaitanya Sagar KurachaRegular ExpressionsRegular expressions (often shortened to “regex”) are a powerful tool for matching and manipulating text. They allow you to search for…Mar 12, 2023Mar 12, 2023
Chaitanya Sagar KurachaData AugmentatData augmentation is a technique used in machine learning to artificially increase the size and diversity of a dataset by creating new data…Mar 8, 2023Mar 8, 2023
Chaitanya Sagar KurachaOutlier Detection in Machine LearningIn machine learning, outliers are data points that significantly deviate from the rest of the data in a dataset. They can occur due to…Mar 7, 2023Mar 7, 2023
Chaitanya Sagar KurachaPrincipal Component AnalysisPrincipal Component Analysis (PCA) is a popular technique in machine learning used for dimensionality reduction. It is used to transform a…Mar 6, 2023Mar 6, 2023
Chaitanya Sagar KurachaLinear Regression in Machine LearningLinear regression is a popular machine learning algorithm that is widely used in the field of data analysis and statistical modeling. It is…Mar 5, 2023Mar 5, 2023
Chaitanya Sagar KurachaCross-validation in Machine LeCross-validation is a crucial technique in machine learning that is used to evaluate the performance of a model and prevent overfitting. It…Feb 17, 2023Feb 17, 2023
Chaitanya Sagar KurachaLogistic Regression in Machine LearningLogistic Regression is a statistical method for analyzing a dataset in which there are one or more independent variables that determine an…Feb 16, 2023Feb 16, 2023
Chaitanya Sagar KurachaL2 RegularizationL2 regularization is a technique in machine learning that helps prevent overfitting and improve the generalization performance of models…Feb 15, 2023Feb 15, 2023
Chaitanya Sagar KurachaL1 RegularizationL1 regularization is a technique in machine learning that helps prevent overfitting and improve the generalization performance of models…Feb 14, 2023Feb 14, 2023
