Build your own large language model from scratch. Implement the transformer architecture, tokenization, attention mechanisms, and training pipeline. This project gives you deep understanding of how modern AI models like GPT work. ...
Build a neural network from scratch without using any ML frameworks. Implement forward propagation, backpropagation, and gradient descent to understand the fundamentals of how deep learning works at the mathematical level. ...
Optical Character Recognition (OCR) converts images of text into machine-readable text. It’s widely used in document digitization and automation. ...
Build a visual recognition system that can identify and classify objects in images. This project combines computer vision techniques with machine learning, covering image preprocessing, feature extraction, and classification models. ...