Semi-Supervised Learning

Supervised Learning

पर्यवेक्षित सिकाइ

Training a model on labeled examples so it learns to map inputs to known outputs.

ImageNet

इमेजनेट

A large labeled image dataset that became a key benchmark for computer vision.

LoRA

लोरा (LoRA)

A lightweight fine-tuning method that adapts a large model by training small added layers.

Self-Supervised Learning

स्व-पर्यवेक्षित सिकाइ

A model creates its own labels from raw data, e.g. predicting missing words in a sentence.

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.

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.