Deepjyoti BhattacharjeeWhy Hyperparameter Tuning ?Hyperparameter tuning is an essential step in developing accurate and effective machine learning models. Here are some key reasons why…1 min read·Jul 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…3 min read·Jul 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…1 min read·Jul 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…2 min read·Jul 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…2 min read·Jul 16, 2023----