Standardization

Variance

भेरियन्स / विचरण

The average of squared differences from the mean, indicating data spread.

API

एपीआई

A defined way for software programs to communicate and use each other's features.

Autoencoder

अटोइन्कोडर

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

Bagging

ब्यागिङ

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

Bias-Variance Tradeoff

बायस-भेरियन्स सन्तुलन

The balance between a model being too simple (high bias) and too sensitive to data (high variance).

Class Imbalance

वर्ग असन्तुलन

When some categories have far more examples than others, biasing a model.

Content-Based Filtering

सामग्री-आधारित छनोट

Recommending items similar to what a user already liked, based on item features.

Curse of Dimensionality

आयामको अभिशाप

Problems that arise when data has too many features, making learning harder.