Handling Categorical Data
Handling Categorical Data in Machine Learning Using Pandas Introduction Categorical data represents discrete values that belong to a limited set of categories or labels. It is common in real-world datasets,….
Tag: Feature Selection
Feature Selection Techniques
Feature Selection Techniques: A Comprehensive Guide Introduction Feature selection is a crucial step in machine learning that involves selecting the most relevant features (variables) for building an efficient and accurate….
Feature Engineering
Feature Engineering: A Comprehensive Guide Introduction Feature engineering is the process of transforming raw data into meaningful features that improve the performance of machine learning models. It involves selecting, creating,….