Backpropagation Archives – EntropySol AI

Tag: Backpropagation

Backpropagation, dataloader, dataset, Deep Learning, GPU acceleration, loss function, model training, neural network, optimizer, PyTorch, training loop

Mastering the Art of Training Neural Networks in PyTorch

Ibrahim

June 3, 2025

Building powerful artificial intelligence models often feels like magic, but at its heart lies a systematic process of training. If you are diving into deep learning, PyTorch stands out as an incredibly flexible and user friendly framework. Understanding how to effectively train a model in PyTorch is a fundamental skill. It is where raw data…
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Activation Functions, AI Training, Backpropagation, Deep Learning, Gradient Descent, Machine Learning, Neural Networks, Optimization Algorithms, ReLU, Vanishing Gradient

Decoding the Learning Engine: Activation Functions, Vanishing Gradients, and Gradient Descent in Neural Networks

Ibrahim

June 1, 2025

At the heart of every powerful neural network lies a sophisticated learning mechanism driven by key concepts: Activation Functions, the challenge of the Vanishing Gradient, and the optimization algorithm known as Gradient Descent. Understanding these components is crucial for grasping how neural networks learn complex patterns and make accurate predictions. Let’s delve into these fundamental…
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