Lec-48: Understanding Single Layer Perceptron (SLP) with Example | Machine Learning скачать в хорошем качестве

Lec-48: Understanding Single Layer Perceptron (SLP) with Example | Machine Learning

Single Layer Perceptron (SLP) is one of the most fundamental models in the world of neural networks and machine learning. It’s the building block for more complex deep learning algorithms. In this video, we’ll break down the key concepts behind SLP, including how it works, how to train it, and its role in classification tasks. -------------------------------------------------------------------------------------------------------------------------------------- Timestamps: 00:00 - Introduction 01:15 - What is Single- Layer Perceptron? 03:08 - Components of Single-Layer Perceptron 06:26 - Mathematical Representation 08:07 - How the Perceptron Learns? -------------------------------------------------------------------------------------------------------------------------------------- 👉Subscribe to our new channel:   / @varunainashots   ► Machine Learning Complete playlist:    • Machine Learning   Subject-wise playlist Links: -------------------------------------------------------------------------------------------------------------------------------------- ►Design and Analysis of algorithms (DAA):    • Design and Analysis of algorithms (DAA)   ►Software Engineering (Complete Playlist):    • Software Engineering   ►Database Management System:    • DBMS (Database Management system) Complete...   ►Cloud Computing:    • Cloud Computing (Complete Course)   ► Theory of Computation    • TOC(Theory of Computation)   ►Artificial Intelligence:    • Artificial Intelligence (Complete Playlist)   ►Computer Networks (Complete Playlist):    • Computer Networks (Complete Playlist)   ►Operating System:    • 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 Structure:    • Data Structure   ►Computer Architecture :    • Computer Organization and Architecture (Co...   ►Graph Theory (Complete Playlist):    • Graph Theory   ►Digital Logic:    • Digital Logic (Complete Playlist)   --------------------------------------------------------------------------------------------------------------------------------------- Our social media Links: ► Subscribe to us on YouTube:    / gatesmashers   ►Subscribe to our new channel:    / @varunainashots   ► Like our page on Facebook:   / gatesmashers   ► Follow us on Instagram:   / gate.smashers   ► Follow us on Instagram:   / varunainashots   ► Follow us on Telegram: https://t.me/gatesmashersofficial ► Follow us on Threads: https://www.threads.net/@gate.smashers -------------------------------------------------------------------------------------------------------------------------------------- ►For Any Query, Suggestion or notes contribution: Email us at: [email protected]