4 Elegant Ways to Deal With Missing Data

Imputation of missing data with 4 techniques

Carla Martins
Towards AI
Published in
7 min readMay 26, 2022

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Photo by Emily Morter on Unsplash

If you have some experience in real-world data analysis or data science you know that 80% of work is about data collection and data preparation. Only 20% is real data analysis and model building. Even if you don’t have real-world experience, you probably have already read this somewhere else. One main step in data…

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Compulsive learner. Passionate about technology. Speaks C, R, Python, SQL, Haskell, Java and LaTeX. Interested in creating solutions.