Deep Learning

Machine Learning (ML)

मेसिन लर्निङ

A branch of AI where computers learn patterns from data instead of being explicitly programmed with rules.

Model

मोडेल

The output of a machine learning process — a system that has learned patterns from data and can make predictions on new data.

Neural Network

न्युरल नेटवर्क / तन्त्रिका सञ्जाल

A model inspired by the brain, made of connected layers of nodes that learn from data.

Vanishing Gradient

भ्यानिसिङ ग्र्याडियन्ट

A problem where learning signals shrink in deep networks, slowing or stalling training.

Convolutional Neural Network (CNN)

कन्भोलुसनल न्युरल नेटवर्क

A neural network specialized for images that detects spatial patterns like edges and shapes.

Curse of Dimensionality

आयामको अभिशाप

Problems that arise when data has too many features, making learning harder.

Federated Learning

फेडरेटेड लर्निङ

Training a shared model across many devices without moving their private data to a server.

Hugging Face

हगिङ फेस

A platform and community hub for sharing open machine learning models and datasets.