Mathematics for Machine Learning

Deisenroth, M. P., Faisal, A. A., & Ong, C. S. (2020). Mathematics for Machine Learning. Cambridge University Press.

Type

Book

Intellectual base

Review or monograph

Year

2020

DOI

10.1017/9781108679930

ISBN

9781108679930

Link

https://doi.org/10.1017/9781108679930

Cited by

2 citations across 2 artifacts.

Each citation links to the sentence it supports in the citing article.

Domain-specific

• Cumulative distribution function
  • A cumulative distribution function gives the probability accumulated at or below each real threshold.
• Euclidean Space
  • Conversely, the same vector space can carry different positive-definite inner products; a change in metric geometry is not merely a relabeling of coordinates.

    This sourceCovers inner products, norms, orthogonality, projections, and analytic geometry in computational models.

Verification

This reference passed the adversarial substantiation pipeline: it was checked to exist and to support the claim it is attached to. See how references were verified.

Links previously used in the corpus

Before the registry existed this work was also linked 1 other way.

• https://mml-book.github.io/ ×1

Registry ID ref:b1f5f81e4f5f · see in the full table