ICS Part 1 Computer 2025 - Linear Regression Explained | Chapter 5.3.1.2 | PTBB | PCTB Syllabus

Описание: 👇 Jump to the topic you need with clickable timestamps
00:00:00 – 🔰 Summary of the lecture
00:01:10 – 🌍 What is Linear Regress? Real-Life Example of Linear Regression
00:10:06 – 📊 Step 1: Collecting Previous Data
00:11:20 – 📐 Understanding the Linear Regression Formula
00:14:22 – 🛠️ Building the Regression Model
00:14:45 – 📈 Using MS Excel to Calculate Slope and Intercept
00:22:33 – 🧮 Calculating Linear Regression Using Slope and Intercept
00:27:45 – 💻 How MS Excel Helps Calculate Linear Regression Easily

This video explains 5.3.1.2 Linear Regression, a key part of the ICS Part-I Computer Science & Entrepreneurship (2025) syllabus introduced by PCTB Pakistan. In this Urdu lecture, you'll learn what linear regression is, how to calculate it step-by-step, and how it's used to make predictions based on data.

We'll walk through real-life examples, discuss the formula (y = mx + c), and explain slope and intercept in simple terms—perfect for ICS 1st year students, teachers, and anyone learning data analytics.

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📊 What You’ll Learn:

Introduction to Linear Regression

Line of Best Fit
Slope (m) and Intercept (c)
Predicting values using regression
Easy explanation in Urdu with examples
🎯 Ideal for:
ICS 1st Year students (Urdu medium)
Teachers teaching PCTB 2025 syllabus

Beginners in data analysis or statistics
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