how to fill missing values in dataset-scikit learn imputation

In this video we will learn how to fill missing values in dataset #missing values in machine learning #Scikit learn tutorial #Handle Missing data easily #Dealing with missing data explained #MachineLearning #Missing Data in categorical features #Data Science #Frequent Category imputation #easy way to impute data in python #easy way to impute data using pandas #Fill missing values #data imputation in machine learning #Pandas tutorial # missing value treatment # Machine learning tutorial link to mean median imputation : https://youtu.be/7ayFsqb-96c link to Mode imputation for categorical features: https://youtu.be/jJ9gdOezo3U Missing Data is something no Data scientist want to come across but there are many reasons for Data to be missing. E.g lets say the customer does not want to give data or we can say that who ever is collecting the data might have missed it or we can say in verbal communication a lot of data is missed. Steps: import pandas as pd import numpy as np from sklearn.impute import SimpleImputer numeric_cols = columns_to_use = ['MSSubClass','LotFrontage', 'LotArea', 'OverallQual', 'OverallCond','YearBuilt','YearRemodAdd', 'MasVnrArea','BsmtFinSF1', 'BsmtFinSF2', 'BsmtUnfSF', 'TotalBsmtSF'] imputer.fit(data) imputer.statistics_ data = imputer.transform(data) data_1 = pd.DataFrame(data, columns=numeric_cols) realted tags : python analytics machine learning imputer dropna fillna features target dependent variables independent variables sklearn imputer sklearn example sklearn imputer machine learning preprocessing sklearn.preprocessing imputer imputer find the missing values in python imputer.fit fit_transform imputer on missing values python python imputer example imputer sklearn imputer python how to use imputer imputer function in python tags : #SimpleImputer #Data_Preprocessing #machine_learning #i_know_python scikit-learn tutorial import scikit-learn scikit-learn vs tensorflow scikit-learn pronunciation scikit-learn documentation scikit-learn download scikit-learn examples scikit-learn linear regression Thanks.