Deepjyoti BhattacharjeeWhy Hyperparameter Tuning ?Hyperparameter tuning is an essential step in developing accurate and effective machine learning models. Here are some key reasons why…Jul 18, 2023Jul 18, 2023

Deepjyoti BhattacharjeeDecision Tree in Machine LearningDecision tree is a supervised machine learning algorithm that is used for both classification and regression tasks. It works by recursively…Jul 18, 2023Jul 18, 2023

Deepjyoti BhattacharjeeWhy use or not use Support Vector Machines ??Support Vector Machine (SVM) is a popular supervised machine learning algorithm used for classification and regression analysis. SVM works…Jul 16, 2023Jul 16, 2023

Deepjyoti BhattacharjeePerformance Metrics of a Regression ProblemR-squared (R2) is a statistical measure that represents the proportion of variation in the dependent variable that is explained by the…Jul 16, 2023Jul 16, 2023

Deepjyoti BhattacharjeeGradient DescentGradient descent is an optimization algorithm used to minimize a cost function in machine learning. It works by iteratively adjusting the…Jul 16, 2023Jul 16, 2023