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Như đã hứa, đây là video mình thực hiện quá trình lan truyền ngược (back propagation) bằng tay với thuật toán gradient descent, để mọi người có thể hiểu rõ hơn về nền tảng toán đằng sau quá trình học của mạng nơ ron. Hy vọng video này sẽ hỗ trợ mọi người ít nhiều trong quá trình nghiên cứu về AI nói chung và học sâu nói riêng ^^ #trituenhantao #ai #baodaiai #learnontiktok #hoccungtiktok #backpropagation #daoham #neuralnetworks #gradientdescent
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Every neural network — from ChatGPT to image generators runs on the same 4 math ideas: 1. Weighted sum → y = σ(Σwᵢxᵢ b) 2. Activation → does this neuron fire? 3. Gradient descent → roll downhill to reduce error 4. Backpropagation → chain rule traces the blame backwards Repeat that 175,000,000,000 times. That's AI. 🔔 Follow for more hidden math explained visually. #AI #MachineLearning #NeuralNetworks #Math #DeepLearning #LearnAI #DataScience #ArtificialIntelligence #AIExplained
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