Regular 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
Data 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
Outlier 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
Principal 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
Linear 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
Cross-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
Logistic 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
L2 RegularizationL2 regularization is a technique in machine learning that helps prevent overfitting and improve the generalization performance of models…Feb 15, 2023Feb 15, 2023
L1 RegularizationL1 regularization is a technique in machine learning that helps prevent overfitting and improve the generalization performance of models…Feb 14, 2023Feb 14, 2023
