Mathematics for AI and Machine Learning

Foundations for modern AI and machine learning

Basis Dimension

Chapter 1 Linear algebra

Chapter 1: Vector Space and Inner Product — Basis & Dimension

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Basis Dimension — high-resolution mind-map icon

From the book

Chapter 1: Vector Space and Inner Product. In the chapter mind map this icon labels Basis & Dimension. The discussion below is excerpted and lightly edited from § Definition: Basis of a Space in Mathematics for AI and Machine Learning.

1. The vectors are linearly independent. 2. The vectors span $W$.

What this drawing shows

What you see. Shows a small coordinate frame with basis vectors and dimension count, representing the number of independent directions spanning a vector space.

In the mind map. Chapter 1 — Basis & Dimension. See From the book above for definitions, figures, and worked examples.

Where to read next

Open Chapter 1 companion →

Read the full definitions, figures, and worked examples in Chapter 1: Vector Space and Inner Product — see the mind-map node Basis & Dimension.