Deep Learning
15 min
Backpropagation Explained: How Neural Networks Learn
Learn how backpropagation works: the chain rule, a fully worked numeric example, a NumPy implementation with gradient checking, and common pitfalls.
Xray AI Lab
Deep Learning
Neural networks, backpropagation and modern architectures.
Deep Learning
3 min
Deep Learning Roadmap: What to Learn, in What Order, and Why
Discover a structured deep learning roadmap covering math prerequisites, environment setup, and dedicated tracks for computer vision, NLP, and generative AI.
Deep Learning
15 min
CNN Explained with Python: Build an Image Classifier
Understand convolution and pooling with runnable NumPy examples, then build, train, and evaluate a CNN image classifier in PyTorch (with a Keras version).