Euclidean Space Course
Gain expertise in Euclidean space within R^n, covering subspaces, inner products, angles, orthogonality, Gram-Schmidt, projections, and QR factorization. Develop geometric understanding and computational skills vital for advanced maths, data analysis, and numerical simulations in real-world applications.

from 4 to 360h flexible workload
valid certificate in your country
What will I learn?
This course provides a clear path to mastering inner products, norms, angles, and distances in R^n, advancing to orthogonality, Gram-Schmidt process, and projections with practical numeric examples. Learners will describe subspaces, change coordinates, construct projection matrices, and use QR factorization for accurate computations in high dimensions.
Elevify advantages
Develop skills
- Master subspaces in R^n by swiftly handling spans, bases, and linear equations.
- Calculate inner products, norms, and angles in R^n using geometric principles.
- Construct and apply orthonormal bases with Gram-Schmidt and QR for robust solutions.
- Use orthogonal projections and least squares to tackle real R^n challenges.
- Evaluate numerical stability including conditioning, orthogonality preservation, and reorthogonalization.
Suggested summary
Before starting, you can change the chapters and workload. Choose which chapter to start with. Add or remove chapters. Increase or decrease the course workload.What our students say
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