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

The original notes were handwritten ("scans"), and were later typeset with Claude into webpages. Prefer the "typeset" pages, check the "scan" for original notes.

ChapterTypesetOriginal Scan
Ch2: Vector Spacestypesetscan
Ch3: Linear Transforms and Matricestypesetscan
Ch4: Inner-Product and Normed Spacestypesetscan
Ch5: Transforms on Inner Product Spacestypesetscan
Ch6: Operator and Matrix Normstypesetscan
Ch7: Trace and Determinanttypesetscan
Ch8: Diagonalizationtypesetscan
Ch9: Eigen Decompositiontypesetscan
Ch10: Singular Value Decompositiontypesetscan

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.

Tools Used: Microsoft OneNote for notes, OneMore AddIn for export, Water CSS for styling this home page. The handwritten notes were later typeset with Claude.