How Linear Regression Works Internally | Code + Math + Error #5
🚀 In this hands-on tutorial, we’ll build Simple Linear Regression from scratch using Python (no libraries like sklearn!)
You’ll also learn what Mean Squared Error (MSE) is and how to reduce prediction error using gradient-based techniques.
🔍 Topics Covered:
Linear Regression from scratch in Python
What is Mean Squared Error (MSE)?
How to calculate and interpret MSE
Tips to reduce error in ML models
Real coding example with step-by-step explanation
👨💻 This video is great for:
ML students and Python programmers
Anyone preparing for interviews
Beginners curious about math behind ML
📌 Subscribe to follow the complete series and build real-world ML projects with me!
Видео How Linear Regression Works Internally | Code + Math + Error #5 канала CodeAstronaut
You’ll also learn what Mean Squared Error (MSE) is and how to reduce prediction error using gradient-based techniques.
🔍 Topics Covered:
Linear Regression from scratch in Python
What is Mean Squared Error (MSE)?
How to calculate and interpret MSE
Tips to reduce error in ML models
Real coding example with step-by-step explanation
👨💻 This video is great for:
ML students and Python programmers
Anyone preparing for interviews
Beginners curious about math behind ML
📌 Subscribe to follow the complete series and build real-world ML projects with me!
Видео How Linear Regression Works Internally | Code + Math + Error #5 канала CodeAstronaut
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3 июля 2025 г. 22:03:50
00:30:43
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