Deepjyoti Bhattacharjee·Jul 18, 2023Why Hyperparameter Tuning ?Hyperparameter tuning is an essential step in developing accurate and effective machine learning models. Here are some key reasons why…
Deepjyoti Bhattacharjee·Jul 18, 2023Decision Tree in Machine LearningDecision tree is a supervised machine learning algorithm that is used for both classification and regression tasks. It works by recursively…
Deepjyoti Bhattacharjee·Jul 16, 2023Why 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…
Deepjyoti Bhattacharjee·Jul 16, 2023Performance 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…
Deepjyoti Bhattacharjee·Jul 16, 2023Gradient DescentGradient descent is an optimization algorithm used to minimize a cost function in machine learning. It works by iteratively adjusting the…
