Unsupervised Learning

Collaborative Filtering

सहयोगी छनोट

Recommending items by finding users with similar tastes and patterns.

Deep Learning

गहन सिकाइ

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

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.

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.

Anomaly Detection

असामान्यता पहिचान

Spotting data points that deviate sharply from normal patterns, e.g. fraud or faults.