Lec-49: What is Multilayer Perceptron (MLP)? | How It Works in Machine Learning

Multilayer Perceptron (MLP) are a fundamental building block of deep learning algorithms. In this video, we break down the structure and workings of MLPs, explaining how these networks learn from data. We’ll guide you through key concepts such as layers, weights, and activation functions, helping you understand how MLPs drive powerful machine learning models. -------------------------------------------------------------------------------------------------------------------------------------- Timestamps: 00:00 - Introduction 00:40 - What is Multi - Layer Perceptron? 02:16 - Components of an MLP? 05:19 - Numerical Of MLP? -------------------------------------------------------------------------------------------------------------------------------------- 🚀 MASTER COMPUTER SCIENCE | INTERVIEWS | EXAMS Gate Smashers — Learn Computer Science through free lectures, structured playlists, interview resources, important questions, notes & exam preparation. 💻📚 🌐 FREE CS RESOURCES & INTERVIEW PREPARATION : https://gatesmashers.com ━━━━━━━━━━━━━━━━━━━━━━ 📚 SUBJECT-WISE COMPUTER SCIENCE PLAYLISTS ► Placement Interview Questions:    • Placement Interview Questions | One Shot S...   ► System Design:    • System Design   ► Deep Learning:    • Deep Learning (ANN, RNN, Tranformers, RNN)   ► Machine Learning:    • Machine Learning   ► Design and Analysis of Algorithms (DAA):    • Design and Analysis of algorithms (DAA)   ► Software Engineering:    • Software Engineering   ► Database Management System (DBMS):    • DBMS (Database Management system) Complete...   ► Cloud Computing:    • Cloud Computing (Complete Course)   ► Theory of Computation (TOC):    • TOC(Theory of Computation)   ► Artificial Intelligence:    • Artificial Intelligence (Complete Playlist)   ► Computer Networks (CN):    • Computer Networks (Complete Playlist)   ► Operating System (OS):    • Operating System (Complete Playlist)   ► Structured Query Language (SQL):    • Structured Query Language (SQL)   ► Discrete Mathematics:    • Discrete Mathematics   ► Compiler Design:    • Compiler Design (Complete Playlist)   ► Number System:    • Number system   ► Programming in C:    • C Programming   ► Data Structures:    • Data Structure   ► Computer Architecture:    • Computer Organization and Architecture (Co...   ► Graph Theory:    • Graph Theory   ► Digital Logic:    • Digital Logic (Complete Playlist)   ━━━━━━━━━━━━━━━━━━━━━━ 🌐 CONNECT WITH GATE SMASHERS ► Website: https://gatesmashers.com ► YouTube:    / gatesmashers   ► Instagram:   / gate.smashers   ► Telegram: https://t.me/gatesmashersofficial ► Facebook:   / gatesmashers   ► Threads: https://threads.net/@gate.smashers GsetGo ► YouTube:    / @gsetgoofficial   ► Instagram:   / gsetgo_   VarunNainaShots ► YouTube:    / @varunainashots   ► Instagram:   / varunainashots   ━━━━━━━━━━━━━━━━━━━━━━ Subscribe to Gate Smashers and start your Computer Science learning journey today! 🚀💻