Feature Engineering | Data Preprocessing | Data Science

categorical variable encoding

Data Science Feature Engineering

Categorical Variable Encoding For Machine Learning

January 13, 2021 Tusar 0 Comments Categorical Variable Encoding, encoding techniques, feature encoding, variable encoding

Working with real-world data you might often see categorical data in your dataset. For example, you may find a feature

Missing value imputation

Data Science Feature Engineering

Missing data imputation Feature engineering

January 7, 2021 Tusar 0 Comments Feature engineering, missing data feature engineering, missing data handling, missing data handling in ML, Missing data imputation, Missing Value imputation

Machine learning algorithms always prefer to learn from a complete dataset, but in real life, there may not any fully

types of variable

Data Science Feature Engineering

What is Variable & What are the types of Variables.?

January 3, 2021January 3, 2021 Tusar 0 Comments types of variable, variable types, variables, what are the type of variable

While working with the real dataset you may see so many feature names that contain different types of data like