Missing Value Imputation with Scikit-Learn in Hindi Part-7| Data Cleaning Tutorial | ML Course #5.15

Course name: “Machine Learning & Data Science – Beginner to Professional Hands-on Python Course in Hindi” In the Data Preprocessing and Feature Engineering using Python tutorial in Hindi, we explained how to clean categorical and numerical data using powerful library ‘Scikit-Learn’ by the following methods to handle missing value: 1. Missing value imputation using the measure of central tendency (Mean, Median, Mode) 2. Fill missing value manually 3. Fill missing value by a global constant Using Scikit-Learn classes – SimpleImputer, Pipeline, ColumnTransformer Source code & study material: https://indianaiproduction.com/handling-missing-values-data-cleaning/ Missing Value Imputation using Scikit Learn Part 6: https://youtu.be/sRk3GoyJPtU Missing Value Imputation -Categorical value Part-5: https://youtu.be/rEJrFmXdkig ……………………………………………………………………………………………………………………………………………………………. Course Playlists- Data Cleaning Tutorial: https://www.youtube.com/playlist?list=PLfP3JxW-T70Gfc0dTOzV55Na6wX9sv3SK Data Preprocessing and Feature Engineering Tutorial in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70GR0w3zVzG7tgIFI14FZxaj Machine Learning & Data Science - Beginner to Professional Hands-on Python Course in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70FKkXT9VEeRChKvF4EUInWj Python NumPy Tutorial in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70FKkXT9VEeRChKvF4EUInWj Python Pandas Tutorial in Hindi https://www.youtube.com/playlist?list=PLfP3JxW-T70Gf4iJXPb0Yw5_-tDRCD6LB Python Matplotlib Tutorial in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70EfCmI71WF29Q1sDN8WMp4c Python Seaborn Tutorial in Hindi: https://www.youtube.com/playlist?list=PLfP3JxW-T70HaBYwsSDadlS3v2VeALgYh …………………………………………………………………………………………………………………… For more information: Contact Us: ========= -Website: https://www.indianaiproduction.com -Facebook: https://www.facebook.com/indianaiproduction -Instagram: https://www.instagram.com/indianaiproduction -Twitter: https://twitter.com/indianaipro -LinkedIn: https://www.linkedin.com/in/indianaiproduction/ …………………………………………………………………………………………………………………… #MissingValueImputation #MissingValues #MissingData #DataCleaning #Scikit_Learn #MachineLearningTutorial #IndianAIProduction