Associate Director, Data Science & AnalyticsinTravel and Hospitality2 years ago There is no easy way out here, unfortunately. Linear regression cannot handle missing values, so you have to either impute the missing values, or drop the entire row with ...
Clustering: The task of discovering groups and structures in the data that are in some way or another "similar", without using known structures in the data. Classification: The task of generalizing known structure to apply to new data. Regression: Attempts to find a function which models the ...
You can either remove rows with missing values or impute them using techniques such as mean imputation or regression-based imputation. Visualize the Data Visualizing data is a crucial step in the data analysis process. It involves transforming raw numbers and figures into meaningful visual representati...