Vanishing Gradient

Deep Learning

गहन सिकाइ

Machine learning using neural networks with many layers to learn complex patterns.

Federated Learning

फेडरेटेड लर्निङ

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

Gradient Clipping

ग्र्याडियन्ट क्लिपिङ

Capping gradient size during training to prevent unstable, exploding updates.

Hyperparameter

हाइपरप्यारामिटर

A configuration value set before training that controls how a model learns, like learning rate.

Learning Curve

सिकाइ वक्र

A plot showing how a model's performance changes as it sees more training data.

Online Learning

अनलाइन सिकाइ

Training a model continuously as new data arrives, one piece at a time.

PyTorch

पाइटर्च

A popular open-source deep learning framework known for flexibility and ease of use.

Reinforcement Learning

सुदृढीकरण सिकाइ

Training an agent to make decisions by rewarding good actions and penalizing bad ones.