Linear Regression SIMPLIFIED!! | Ep 4: WHAT and WHY of Linear Regression in Hindi | Lets Decode AI

Welcome to Episode 4 of our essential Machine Learning Course! In Episode 3, we broke down Supervised Learning and understood the two main tasks: Classification and Regression. Now, we dive into our very first algorithm, the foundation of all regression models: Linear Regression. This is a crucial lesson in our ongoing Machine Learning Course Series — designed to take you from a complete beginner to a confident practitioner. We make complex concepts like Linear Regression incredibly simple using Hindi + English. ▶️ In This Video (Your Fourth Lesson): We unlock the "WHAT" and "WHY" of Linear Regression. Forget complex math! We use a simple "Pizza Price" example to show you how machines learn to predict numbers by fitting a straight line to data. You will understand the core goal of any regression model. You will learn: 🔹 Linear Regression in Detail: The core concept of finding relationships in data. 🔹 The "Pizza" Analogy: A simple, real-world example to make the concept stick. 🔹 The Magic Equation (y = mx + c): We break down this simple school formula and show how it powers a machine learning model. 🔹 The Goal of Regression: Understanding what a "best fit line" is and how we measure error using the Cost Function (SSE). 🔹 Building the Foundation: This lesson prepares you for Episode 5, where we'll learn "HOW" the machine actually finds the best line! 💡 WHAT YOU WILL LEARN (In The Full Series): By following this complete, step-by-step course, you will master: ✅ The Absolute Basics: Starting from scratch with the core concepts of ML. ✅ Types of ML: Understanding Supervised, Unsupervised, and Reinforcement Learning. ✅ How Algorithms Work: Diving deep into the mechanics of popular algorithms. ✅ Advanced Concepts: Moving to Artificial Neural Networks (ANNs) and Deep Learning (DNNs). ✅ Real-World Applications: Discovering how AI powers products like YouTube, Zomato, and Netflix. ✅ Practical Projects: Building industry-relevant projects to add to your portfolio. ➡️ START YOUR JOURNEY: https://www.youtube.com/playlist?list=PLBgbTUGs66L_9de6KSjdLr7L8MBY-IR26 👨‍💻 MEET YOUR INSTRUCTOR: I’m Bhaskar Dev Goel, a professional Data Scientist with experience at several international enterprises. Through Lets Decode AI, I'm sharing my practical industry knowledge to help you build real-world ML skills and overcome the "imposter syndrome" that holds so many people back. 📚 THIS COURSE IS FOR YOU IF: You are a complete beginner with no prior knowledge of ML. You are a student or professional looking to upskill in AI. You want to learn practical skills that companies are looking for. You want a clear, step-by-step learning path. 🔔 STAY UPDATED | 100% FREE & ONGOING! This course is completely free, and we'll be adding new videos regularly. Don't miss a single lecture! SUBSCRIBE to Lets Decode AI and turn on the bell icon 🔔 to get notified about every new video. Have questions about AI, ML, or DL? Drop them in the comments below! CONNECT WITH US: ► LinkedIn: https://www.linkedin.com/company/lets-decode-ai/ ► Instagram: https://www.instagram.com/letsdecodeai/ #MachineLearningTypes #SupervisedLearning #UnsupervisedLearning #ReinforcementLearning #MLCourse #DataScienceForBeginners #LearnAI #MachineLearning #Hindi