Random Forests
Random Forests in Machine Learning 1. Introduction to Random Forests Random Forest is a Supervised Machine Learning algorithm that is used for both Classification and Regression tasks. It is an….
Tag: Data Normalization
Decision Trees
Decision Trees in Machine Learning 1. Introduction to Decision Trees A Decision Tree is a Supervised Learning algorithm used for both classification and regression problems. It mimics human decision-making by….
Logistic Regression
Logistic Regression in Machine Learning 1. Introduction to Logistic Regression Logistic Regression is a Supervised Learning algorithm used for classification problems. Unlike Linear Regression, which predicts continuous values, Logistic Regression….
Feature Scaling in Machine Learning
Feature Scaling in Machine Learning Introduction Feature scaling is a crucial step in the data preprocessing stage of machine learning. It ensures that all numerical features in the dataset have….
Data Normalization and Standardization
Data Normalization and Standardization: A Comprehensive Guide Introduction Data preprocessing is a crucial step in machine learning, and normalization and standardization are two fundamental techniques used to rescale data. These….
Data Modeling
Data Modeling in Power BI: A Comprehensive Guide Data modeling is a crucial step in building a Power BI report as it defines how data tables relate to each other,….