Self-Supervised Learning

Dependency Parsing

निर्भरता विश्लेषण

Analyzing the grammatical relationships between words in a sentence.

Semi-Supervised Learning

अर्ध-पर्यवेक्षित सिकाइ

Learning from a small amount of labeled data combined with a large amount of unlabeled data.

Supervised Learning

पर्यवेक्षित सिकाइ

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

Unsupervised Learning

अपर्यवेक्षित सिकाइ

Finding hidden patterns or groupings in data that has no labels.

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.