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Missing data can be filled using basic python programming, pandas library, and a sci-kit learn library named SimpleImputer.
Sparse datasets are completely different from missing data. It is a form of data that contains a high amount of zero values.
A Perceptrons in neural networks is a unit or algorithm which takes input values, weights, and biases and does complex calculations.