Data Transformation Data Transformation is the technique of converting data from one format to another. Data Transformation can be divided into following steps. Each of these steps will be applied based on the complexity of the transformation. Data Discovery: This is more of an exploratory step which involves profiling the data using data profiling tools…Read more
Categorical variable
Categorical Encoding using Label Encoding
Handling Categorical Data — Label Encoding Usually in Machine learning we encounter data which have multiple labels in one or multiple columns. These labels can be characters or numeric form. These kind of data cannot be fed in the raw format to a Machine Learning model. To make the data understandable for the model, it…Read more