Bilal KhanIntroduction to Feature SelectionFeature Selection is the process of reducing the number of input variables. The goal of Feature Selection is to reduce computation power…Aug 17, 2022Aug 17, 2022
Bilal KhanEncoding CategoriesCategorical features are those that contain data in the form of categories. Machine learning models only handle numerical data, but…Aug 16, 2022Aug 16, 2022
Bilal KhanOutlier Identification and RemovalOutliers are values that stand out significantly from the rest of the dataset. To achieve precision in our machine learning model, it…Aug 15, 2022Aug 15, 2022
Bilal KhanMissing Value Imputation“Missing values” are values that are not captured for any feature or observation in a dataset. Since the majority of machine learning…Aug 14, 2022Aug 14, 2022
Bilal KhanData VisualizationUsing data visualization, we may display our data in many graphical formats. Data visualization makes it simple for us to analyse and get…Aug 12, 2022Aug 12, 2022