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 co...
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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.
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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?
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Published
Apr 3, 2025
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#Single Layer Perceptron (SLP) #slp in machine learning #single layer perceptron #perceptron learning rule #perceptron model #Artificial Neural Network #What is slp and MLP? #difference between single layer and multilayer perceptron #Activation Function #Perceptron vs neuron #artificial intelligence #perceptron neural network #activation function machine learning #introduction to machine learning #perceptron #machine learning for beginners #applications of machine learning
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