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Linear Regression in Python - Explained in Detail
15:03
YouTubeNextGen Ai
Linear Regression in Python - Explained in Detail
In this episode, we’ll break down Linear Regression, one of the simplest yet most powerful Machine Learning algorithms. Learn the math, intuition, and code behind it — from equation to real Python implementation using pandas and scikit-learn. Time Stamps: - 01:02 What is regression - 02:31 Equation of a straight line - 04:16 Minimizing ...
6 days ago
Linear Regression Tutorial
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📊 ทำความเข้าใจ Regression Analysis 🎯 Regression คืออะไร? Regression (การถดถอย) คือเทคนิคทางสถิติที่ใช้ศึกษาความสampanพันธ์ระหว่างตัวแปร โดยมีจุดประสงค์เพื่อ: 🔍 ทำนายค่า ของตัวแปรตาม (Dependent Variable) 📈 อธิบายความสัมพันธ์ ระหว่างตัวแปรอิสระ (Independent Variable) กับตัวแปรตาม 💡 วิเคราะห์อิทธิพล ของปัจจัยต่างๆ 🔢 ประเภทของ Regression ที่ใช้บ่อย 1️⃣ Simple Linear Regression 📉 มีตัวแปรอิสระเพียง 1 ตัว สมการ: Y = a bX 💭 ตัวอย่าง: น้ำหนัก (X) → ความดันโลหิต (Y) 2️⃣ Multiple Linear Regression
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