Mathematics for AI and Machine Learning

Foundations for modern AI and machine learning

Symmetric Matrix

Chapter 2 Mathematics for AI

Chapter 2: Matrix — Symmetric

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Symmetric Matrix — high-resolution mind-map icon

From the book

Chapter 2: Matrix. In the chapter mind map this icon labels Symmetric. The discussion below is excerpted and lightly edited from § Opening in Mathematics for AI and Machine Learning.

Matrix operations and linear transformations: from vectors to matrices

What this drawing shows

What you see. Square matrix equal to its transpose, central to quadratic forms, covariance matrices, and spectral theorems.

In the mind map. Chapter 2 — Symmetric. See From the book above for definitions, figures, and worked examples.

Where to read next

Open Chapter 2 companion →

Read the full definitions, figures, and worked examples in Chapter 2: Matrix — see the mind-map node Symmetric.