Data Science, Machine Learning, Dimensionality Reduction, Python.
encounter missing values, what we do? Our first step should be to identify the reason. Then need to impute missing values/ drop variables using appropriate methods. But, what if we have too many missing values? Should we impute missing values or drop the variables? b. Low Variance Let’s think of a