Feature Encoding in Machine Learning | Label Encoding | One-Hot Encoding | Frequency Encoding скачать в хорошем качестве

Feature Encoding in Machine Learning | Label Encoding | One-Hot Encoding | Frequency Encoding

What is Feature Encoding in Machine Learning and why does it matter so much for Data Analysts and Data Scientists? In this video, you’ll learn everything you need to know about Feature Encoding, a crucial step in data preprocessing that transforms categorical data into numerical form, helping machine learning models understand and learn from it effectively. 🧠 What You’ll Learn: 00:00 What is Feature Encoding in Machine Learning 01:49 Label Encoding 02:58 One-Hot Encoding 05:02 Frequency Encoding 06:54 Target Encoding 10:09 When to use which encoding technique 11:38 Implementation using Python & Pandas 🔥 Complete Machine Learning eBook + Practice Code Bundle: https://topmate.io/ayushi_mishra/page... 🎯This video is part of the Machine Learning Crash Course for beginners and career switchers looking to master data science and analytics.    • Machine Learning for Data Analysts & Data ...   ✅ Job Preparation and Interview Guide: https://topmate.io/ayushi_mishra/page... ➖➖➖➖➖➖➖➖➖➖➖➖ 🔥 Subscribe for more data analyst tips, projects, and career advice: https://bit.ly/48MFgCf 🔥 Book 1:1 call with me (Career Guidance, Resume Review, LinkedIn Profile Review) : https://topmate.io/ayushi_mishra/133733 ➖➖➖➖➖➖➖➖➖➖➖➖➖ ✅ 7+Data Analysis Portfolio Ready Projects Resources: https://topmate.io/ayushi_mishra ➖➖➖➖➖➖➖➖➖➖➖➖➖ Follow me on: ✅LinkedIn:   / ayushi-mishra-30813b174   ✅Instagram:   / techie.data