#missingdata #datapreprocessing #datacleaning #pandas #datascience #datawrangling #python #machinelearning #analytics #titanicdataset #dataanalyst #codingskills #dataquality #pythonfordatascience… | Kartik Bhatkar
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#missingdata #datapreprocessing #datacleaning #pandas #datascience #datawrangling #python #machinelearning #analytics #titanicdataset #dataanalyst #codingskills
Data quality is key! 🔑 Just finished a practical session on missing value treatment using the Titanic dataset in Pandas. We covered:Detecting NaN values (.isna().sum())Dropping rows with missing data (.dropna())Imputing missing values with the mean (.fillna())Proper treatment of missing data maintains integrity for accurate analysis and ...
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