Gram–Schmidt, One Vector at a Time
A narrated live film: three vectors become an orthonormal basis step by step; turn the 3D view to check the right angles.
Narration
Let's run Gram Schmidt on three vectors, one one zero, one zero one, and zero one one. The grey arrows are v zero, v one, and v two: independent, but not perpendicular.
Step zero. The first vector shrinks to length one, and becomes the blue arrow e zero.
The rest of the narration is in the book's Companion.
More from Chapter 1
Interactive1:30Span and Independence: When the Dimension JumpsChapter 1
Preview1:42Projection onto a Line: the Closest PointChapter 1
Preview1:42Norms as Cones: the Unit Ball Is a SliceChapter 1
Preview1:36The Parallelogram Law: Which Norms Come from an Inner ProductChapter 1
Preview1:31The Outer Product: All of Space onto One LineChapter 1
Preview1:29Cauchy-Schwarz: a Shadow Is Never Longer than the StickChapter 1
Preview1:43Layer Normalization: Project, Then RescaleChapter 1