Encoding Categorical Data 🧠 Part 1: Label Encoding| ML Preprocessing | BrainLab Techies

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Welcome to Part 1 of Encoding in our Beginners to Advanced Machine Learning series, only on BrainLab Techies!

In this session, we explore how to convert categorical data into numerical form using Label Encoding—a crucial preprocessing step before feeding your data into machine learning models.

💡 What you’ll learn in this video:
What is categorical data and why it needs to be encoded
Difference between Label Encoding and One-Hot Encoding (intro)
How Label Encoding works behind the scenes
Implementing LabelEncoder using scikit-learn

📘 Encoding is a must-know concept for anyone preparing datasets for classification or regression models. This video breaks it down in the simplest way possible.

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#Encoding #LabelEncoding #MLPreprocessing #MachineLearningBeginners #CategoricalData #LabelEncoder #BrainLabTechies #PythonForML #DataPreprocessing #BeginnersToAdvancedML #DataSciencePrep

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