Videos de activation function
Videos etiquetados con "activation function"
activation function 2 videos
What is a Neural Network? | Neural Network Explained for Beginners | @quicklearnerss
🧠 Neural Networks are the foundation of modern Artificial Intelligence, Machine Learning, and Deep Learning. In this beginner-friendly tutorial, you'll learn how Artificial Neural Networks (ANN) work using simple language, real-life examples, and easy-to-understand animations. Whether you're a Computer Science student, engineering student, AI enthusiast, or preparing for placements and interviews, this video will help you understand Neural Networks from scratch. 📌 In this video, you'll learn: ✔ What is a Neural Network? ✔ Why Neural Networks are important? ✔ Biological Neuron vs Artificial Neuron ✔ Structure of an Artificial Neural Network ✔ Input Layer, Hidden Layer & Output Layer ✔ Weights, Bias, and Activation Function ✔ Feed Forward Process ✔ Training a Neural Network ✔ Backpropagation (Basic Introduction) ✔ Real-life Applications of Neural Networks 🎯 This video is perfect for: • B.Tech / BCA / MCA Students • AI & Machine Learning Beginners • Deep Learning Beginners • Placement Preparation • University Exam Preparation • GATE Aspirants • Anyone curious about Artificial Intelligence ━━━━━━━━━━━━━━━━━━━━ 📚 Prerequisites: Basic understanding of mathematics is helpful but not required. ━━━━━━━━━━━━━━━━━━━━ 🔥 Related Videos: ▶ Artificial Intelligence Complete Playlist ▶ Machine Learning for Beginners ▶ Deep Learning Tutorial ▶ Perceptron Explained ▶ Activation Functions Explained ▶ Machine Learning Roadmap ━━━━━━━━━━━━━━━━━━━━ 💻 Technologies Discussed: Artificial Intelligence Machine Learning Deep Learning Artificial Neural Networks Perceptron Activation Functions Backpropagation ━━━━━━━━━━━━━━━━━━━━ 👍 If you found this video helpful: ✔ Like the video ✔ Share it with your friends ✔ Subscribe for more AI and Computer Science tutorials ✔ Turn on the notification bell 🔔 #NeuralNetwork #ArtificialIntelligence #MachineLearning #DeepLearning #AI #ANN #DataScience #ComputerScience #AIForBeginners #DeepLearningTutorial
The Perceptron: All of AI Is One Neuron
Try it yourself. The full written explainer and an interactive perceptron you can click are here: https://unrote.com/ai/the-perceptron/ The perceptron is a single artificial neuron, and it is the atom that every neural network is built from. In this from-scratch explainer we build one step by step: the inputs, the weights, the weighted sum, the bias, and the activation that makes it fire. Then we watch what one neuron can do, draw a straight line to separate data, meet the famous pattern it cannot solve (XOR), and see how stacking neurons into layers turns them into deep learning. What you will understand by the end: - What a neuron actually takes in, and why each input is a number - Weights: how much each piece of evidence counts - The weighted sum and the bias, in plain terms - Activation: the step function that outputs a one or a zero - A worked decision, start to finish - How a perceptron learns its weights - One straight line, and the hard limit of a single neuron - Why stacking neurons into layers gives you a neural network Understand it, don't memorize it.