K-Means Clustering Math Problem Solved Step-by-Step | CSE 411 | Machine Learning Bangla Tutorial

📌 Welcome to CSE Mastery by Arman! In this video, I have explained the K-Means Clustering Algorithm step by step with a simple 2D dataset. This is perfect for beginners and students of CSE, AI, Data Science, and Machine Learning. ✅ What You'll Learn: Euclidean Distance Formula Centroid Calculation Cluster Assignment Rule Convergence in K-Means Full Mathematical Solution of a 2-Cluster Problem (7 Points) 📊 Dataset Used: P1 = (1, 1), P2 = (1.5, 2), P3 = (3, 4), P4 = (5, 7), P5 = (3.5, 5), P6 = (4.5, 5), P7 = (3.5, 4.5) 🧠 A complete walk-through from initial centroid selection to convergence using Euclidean distance. 📺 Watch till the end to fully master K-Means Clustering! 👉 Don’t forget to Like, Comment, Share, and Subscribe to my channel! 🔔 Turn on the bell icon for more machine learning tutorials. 🌐 Channel: CSE Mastery by Arman 📚 Explore My Playlists 🔹 CSE 301: Web Programming https://www.youtube.com/playlist?list=PLNyVY3q0NjiTKkzFczy1axotPBKsJ4aY_ 🔹 CSE 301: Web Programming https://www.youtube.com/playlist?list=PLNyVY3q0NjiSerqccxx1EDBSKy5rvmKy- 🔹 CSE 311: Computer Networking https://www.youtube.com/playlistlist=PLNyVY3q0NjiQGdH0Osxd2wjevJlLNXHOw 🔹 CSE 312: Computer Networking Lab https://www.youtube.com/playlistlist=PLNyVY3q0NjiSerqccxx1EDBSKy5rvmKy- 🔹 CSE 323: Computer and Cyber Security https://www.youtube.com/playlist?list=PLNyVY3q0NjiRu-Mi5pDvhyyS7sEBOcY_y 🔹 CSE 403: Information System and Design https://www.youtube.com/playlistlist=PLNyVY3q0NjiTP5JGejCyK7UAi9NbyeZQ- 🔹 GED 401: Financial and Managerial Accounting https://www.youtube.com/playlistlist=PLNyVY3q0NjiRRL-kdXtO3BXgkReoa5ZZE 🔹 Hacker Rank Problem Solving https://www.youtube.com/playlist?list=PLNyVY3q0NjiQJYyaTdZTyho-dhGKv5VCt 🔹 Problem Solving Using C https://www.youtube.com/playlist?list=PLNyVY3q0NjiRPZNugN4BgRQR-FnWQH3MD 🔹 Java Projects with Source Code https://www.youtube.com/playlistlist=PLNyVY3q0NjiQef4sbAWjwYN6f8HW1TSvR 🔹 C Programming Projects with Source Code https://www.youtube.com/playlistlist=PLNyVY3q0NjiRYb1YtQuSHwVtFYbB4kzCX 🔹 AutoCAD Projects https://www.youtube.com/playlistlist=PLNyVY3q0NjiReZ4RvtePNiXBxf5boR3Xv 🔹 CSE 103: C Programming Full Course https://www.youtube.com/playlistlist=PLNyVY3q0NjiTAUuP7Q-OvZ5mdE4_0fxaA 🔹 CSE 201: Java Full Course https://www.youtube.com/playlistlist=PLNyVY3q0NjiQWuiaCx_dA3ignTD-WJ0h 💡 Why Subscribe? - Simplified explanations for complex topics. - Practical coding tips and tricks. - Organized playlists for efficient learning. ✅ Join the CSE Mastery Community Subscribe now and take your first step toward mastering Computer Science! 🚀 🔗 Stay Connected - Facebook: https://www.facebook.com/armanhossain4047 - Twitter: https://www.twitter.com/armanhossain4047 - LinkedIn: https://www.linkedin.com/in/armanhossain4047 - GitHub: https://github.com/armanhossain4047 - WhatsApp: +8801609437299 (Text Only) - Email: [email protected] 🌟 Thanks for watching my videos! Your support inspires my future work. #CSEMastery #CSEMasterybyArman #ArmanGUB #KMeans #MachineLearning #UnsupervisedLearning #Clustering #CSEMasteryByArman #MLTutorial #DataScience #ArtificialIntelligence #BanglaTutorial #MathBehindML