Training Set

Bagging

ब्यागिङ

Training many models on random data subsets and averaging them to reduce variance.

Batch

ब्याच

A small subset of training data processed together in one step of training.

Batch Normalization

ब्याच नर्मलाइजेसन

A technique that stabilizes and speeds up training by normalizing layer inputs.

Bias (in AI)

पूर्वाग्रह (एआईमा)

Systematic unfairness in AI outputs, often reflecting biases present in training data.

Carbon Footprint (AI)

कार्बन फुटप्रिन्ट (एआई)

The greenhouse-gas emissions caused by training and running AI systems.

Checkpoint

चेकपोइन्ट

A saved snapshot of a model's state during training so it can be resumed or reused.

Convergence

अभिसरण

The point at which further training stops meaningfully improving a model.

Cost Function

लागत फंक्सन

A function measuring total model error that training tries to minimize.