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Lesson 3 · Cinematic Video
Polynomial Regression
Supervised Machine Learning · Regression
Overview
Aaj Hum Kya Seekhenge?
Is lesson me hum Polynomial Regression ke baare me detail se seekhenge. Topics include: Jab data ka…
📖
AI
🎓
Supervised Machine Learning
⏱️
~25 min
Learning Goals
Seekhne Ka Maqsad
🎯
Jab data ka relationship linear nahi hai ko…
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Tum seekhoge: PolynomialFeatures(degree=n)…
Topic 1
Jab data ka relationship linear nahi hai
🤖Jab data ka relationship linear nahi hai ka matlab yeh hai ke curved/non-linear patterns.…
Topic 2
Tum seekhoge: `PolynomialFeatures(degree=n)` se feature transformation, degree selection ka impact (low degree = underfitting, high degree = overfitting), visual comparison
🧠Tum seekhoge: PolynomialFeatures(degree=n) se feature transformation, degree selection ka…
Key Takeaways
Aaj Kya Seekha?
1️⃣
Jab data ka relationship linear nahi…
2️⃣
Tum seekhoge:…
Quick Quiz
Quiz — Question 1
Polynomial Regression me Jab data ka relationship linear nahi hai ka kya role hai?
Quick Quiz
Quiz — Question 2
Tum seekhoge: PolynomialFeatures(degree=n) se feature transformation, degree selection ka impact (low degree =…