One Hot Encoding Vs Label Encoding Explained | Feature Engineering in Python

Video Description

One Hot Encoding Vs Label Encoding Explained One-hot encoding is a popular machine learning technique used to convert categorical data into numeric form for model training. In data science, both one hot encoding and label encoding are commonly applied using python and pandas to prepare datasets for algorithms. This type of encoding helps models understand categories efficiently and improves overall performance in predictive tasks. Learn how to handle categorical data in Python using Pandas with One-Hot Encoding and Label Encoding. These techniques are essential for preparing your data for machine learning models. In this video, I have covered: ✅ What is Label Encoding and when to use it ✅ What is One-Hot Encoding and when to use it ✅ Step-by-step implementation using Pandas ✅ Handling real-world datasets using datasets using preprocessing method ✅ Tips for choosing the right encoding method for your ML projects Perfect for data science, machine learning, and AI projects using Python! --- Github Link: https://github.com/edumentordeepti/For-Youtubers --- Chapter/Timestamp: 00:00 - Intro 00:22 - What is Encoding Technique? 07:32 - Import Dataset 10:10 - One Hot Encoding 14:33 - Label Encoding 26:27 - Outro --- "Complete Roadmap from Scratch to End AI full course - EduMentor Deepti" Python in AI ➡️ Data Science ➡️ Machine Learning ➡️ Deep Learning ➡️ Generative AI ➡️ Advance Generative AI --- 👉 Do not forget to subscribe and start watching from the beginning to follow the full curriculum. "Learning should be free, accessible, and practical — and that’s exactly what you’ll get here." https://www.youtube.com/@EduMentorDeepti --- ❓ Any question or queries? Drop them in the comments below! 👍Like, ✅ Subscribe & 👉 🔔 hit bell icon for all notifications, ↗️ Share and 💡Comment for Suggestions ✉️ Email Us – [email protected] --- #OneHotEncoding #MachineLearning #DataScience #Encoding #LabelEncoding #Python #Pandas #DataPreprocessing #FeatureEngineering #PythonForDataScience #DataAnalysis #MLTips #CodingLife #TechEducation #LearnPython #PythonProgramming #DeveloperCommunity #BigData #AI #Analytics #YouTubeShorts #InstaReels #FYP #ExplorePage #ViralReels #TrendingTech #DailyLearning #StudyWithMe #ContentCreator #EduMentorDeepti --- DISCLAIMER: This video is created for educational purposes only. We do not own any copyrights, all code, resources shared are for learning only and all rights go to their respective owners. Please respect licenses and terms of use when implementing in your projects. The usage is non-commercial and we do not make any profit from it. The sole purpose of this vides is to " Learn & Grow... " together in the field of Artificial Intelligence and Machine Learning.