Here are 34 lectures for his Linear Algebra course he recorded in 1999:
https://ocw.mit.edu/courses/18-06-linear-algebra-spring-2010...
https://ocw.mit.edu/courses/18-06-linear-algebra-spring-2010...
Here's the video transcoded on YouTube for anybody else who's curious: