thinQmaster Virtual testing partner Adaptive practice exams that find your weak spots and drill them. Every answer explained. From $69
Enroll

thinQmaster

Find your exam

Five questions free, before you decide.

Step 1 · choose a vendor

In one of our camps? Your practice exams come with the tuition — they are on your study page already.

AI & Machine Learning · Intermediate

Latent Space

A compressed, learned representation space where similar inputs map to nearby points.

Definition

Models encode data into latent vectors that capture its essential factors. Generative models sample or interpolate in latent space, and embeddings are latent representations used for search and similarity.

Exam tip

Nearby points in latent or embedding space represent semantically similar inputs.

Related terms