Proximity Measures for Nominal, Ordinal, Numeric & Binary Attributes | Data Mining | Bangla Lecture

Unlock the full understanding of Similarity and Distance Measures in Data Mining and Machine Learning! In this lecture (CSE Series — Data Mining: Chapter 2.3), we’ll deeply explore how proximity is measured for different types of data — including nominal, binary, numeric, and ordinal attributes — with examples and dissimilarity matrices. 🎯 What You’ll Learn: How to compute similarity and dissimilarity for different data types The logic behind distance metrics in clustering and classification Practical formulae for nominal, binary, and numeric attributes How ordinal data proximity differs from categorical and numeric data 💡 Perfect for: Students of Data Mining, Machine Learning, Artificial Intelligence, and Pattern Recognition Preparing for CSE, BSc, MSc, or University-level Data Mining Courses 📚 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 #DataMining #MachineLearning #CSEMasteryByArman #SimilarityMeasures #DistanceMetrics #NominalData #BinaryData #OrdinalData #MinkowskiDistance #DataScienceLecture