Curse of Dimensionality

Artificial Intelligence (AI)

कृत्रिम बुद्धिमत्ता

The field of building machines and software that can perform tasks normally requiring human intelligence, such as reasoning, learning, and decision-making.

Autoencoder

अटोइन्कोडर

A network that compresses data into a compact code and reconstructs it, useful for learning features.

Deep Learning

गहन सिकाइ

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

Dimensionality Reduction

आयाम न्यूनीकरण

Reducing the number of input features while keeping important information.

Federated Learning

फेडरेटेड लर्निङ

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

Principal Component Analysis (PCA)

प्रमुख घटक विश्लेषण

A technique that reduces many features into a few that capture most of the variation.

Active Learning

सक्रिय सिकाइ

A method where the model selects the most useful examples for humans to label.

Adam Optimizer

एडम अप्टिमाइजर

A widely used optimizer that adapts the learning rate for each parameter.