Gilbert Strang: Linear Algebra, Deep Learning, Teaching, and MIT OpenCourseWare
发布时间 2019-11-25 14:04:43 来源
摘要
Gilbert Strang is a professor of mathematics at MIT and perhaps one of the most famous and impactful teachers of math in the world. His MIT OpenCourseWare lectures on linear algebra have been viewed millions of times.
This conversation is part of the Artificial Intelligence podcast. If you would like to get more information about this podcast go to https://lexfridman.com/ai or connect with @lexfridman on Twitter, LinkedIn, Facebook, Medium, or YouTube where you can watch the video versions of these conversations. If you enjoy the podcast, please rate it 5 stars on Apple Podcasts or support it on Patreon.
This episode is presented by Cash App. Download it, use code LexPodcast.
And it is supported by ZipRecruiter. Try it: http://ziprecruiter.com/lexpod
Here's the outline of the episode. On some podcast players you should be able to click the timestamp to jump to that time.
00:00 - Introduction
03:45 - Math rockstar
05:10 - MIT OpenCourseWare
07:29 - Four Fundamental Subspaces of Linear Algebra
13:11 - Linear Algebra vs Calculus
15:03 - Singular value decomposition
19:47 - Why people like math
23:38 - Teaching by example
25:04 - Andrew Yang
26:46 - Society for Industrial and Applied Mathematics
29:21 - Deep learning
37:28 - Theory vs application
38:54 - Open problems in mathematics
39:00 - Linear algebra as a subfield of mathematics
41:52 - Favorite matrix
46:19 - Advice for students on their journey through math
47:37 - Looking back
GPT-4正在为你翻译摘要中......
