Imputing null values in python with codes | #aikachilla  #ai
Channel: Codanics
Date: 10/08/2023

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Video Description:
Missing data is a common issue that can sink your models. Learn how to properly handle null values in Python using simple and more advanced imputation techniques. We'll cover imputation methods like mean, median, mode, MICE, matrix factorization, interpolation, and more.

This tutorial will teach you:

Checking for null values
Dropping null rows vs imputation
Mean, median and mode imputation
Predictive modeling for imputation
MICE and matrix factorization
Interpolation techniques
Evaluating imputed datasets
Follow along with code examples in Pandas as we impute missing values on a sample dataset. Discover simple and powerful ways to fill gaps in your data and prepare it for analysis. Handle missing data properly to build better ML models!
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#python #pandas #datacleaning #imputation #missingdata #nullvalues #meandimputation #medianimputation #modeimputation #MICE #matrixfactorization #interpolation