Linear Algebra and Applications (LAA), 2024

Course taught in IISc Bangalore by Prof. Kunal Chaudhury

Course Homepage: LAA 2024

These notes reference LADR at some places. LADR is Linear Algebra Done Right, 4th Edition, by Sheldon Axler.

Also See: IISc MTech AI Sem-1 Tips by Nirbhay Sharma

Index

• Ch2: Vector Spaces
• Ch3: Linear Transforms and Matrices
• Ch4: Inner-Product and Normed Spaces
• Ch5: Transforms on Inner Product Spaces
• Ch6: Operator and Matrix Norms
• Ch7: Trace and Determinant
• Ch8: Diagonalization
• Ch9: Eigen Decomposition
• Ch10: Singular Value Decomposition

Handwritten Notes, by Purva Parmar, MTech AI 2024-26 at IISc.

Disclaimer: I do not guarantee correctness, use your discretion. Some exercises, in earlier chapters mostly, would have incomplete answers.

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Email at purvaparmar@iisc.ac.in for any issues. The email should be good at least until 2026. If this page survives past that, and there are issues, reach out via thereconpilot@gmail.com