How To Encode Categorical Data in Python Using LabelEncoder | Machine Learning Tutorial
In this video, you’ll learn when and how to use LabelEncoder to encode categorical data that only has two values in Python. We’ll also compare LabelEncoder with OneHotEncoder so you know exactly which one to use in your machine learning projects.
By the end of this tutorial, you’ll understand:
✔ What LabelEncoder is
✔ When to use LabelEncoder instead of OneHotEncoder
✔ How to encode binary categorical features step-by-step
✔ Common mistakes beginners make
✔ How encoding affects your ML model
This video is perfect for Data Science and Machine Learning beginners who want simple, clear explanations without confusion 😊
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