Machine Learning Tutorial using Python in Hindi - One Hot Encoding & Dummy Variables in Hindi | Feature Engineering | Machine Learning Tutorial #5.16

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 categorical variable encoding using One-Hot Encoding and dummy variables. Here we get help Pandas and Scikit learn to perform the operation. 1. What is categorical variable encoding? 2. Why need to encode the categorical variables? 3. Types of categorical variable encoding 4. Create k dummy variables using pandas get_dummies() function 5. Create k-1 dummy variables 6. Encode categorical variable using scikit-learn class OneHotEncoder We use the tips dataset to perform the above operation. Source code & study material: https://indianaiproduction.com/one-hot-encoding/ Categorical variables: https://youtu.be/I9VFnAA2i1o Missing Value Imputation using Scikit Learn Part 7: https://youtu.be/sbk1mzLquz4 ……………………………………………………………………………………………………………………………………………………………. 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/ …………………………………………………………………………………………………………………… #OneHotEncoding #DummyVariables #ScikitLearn #MachineLearningTutorial #IndianAIProduction