Making Deep Learning Human with Prof. Gilbert Strang

Chalk Radio

Nội dung được cung cấp bởi MIT OpenCourseWare. Tất cả nội dung podcast bao gồm các tập, đồ họa và mô tả podcast đều được MIT OpenCourseWare hoặc đối tác nền tảng podcast của họ tải lên và cung cấp trực tiếp. Nếu bạn cho rằng ai đó đang sử dụng tác phẩm có bản quyền của bạn mà không có sự cho phép của bạn, bạn có thể làm theo quy trình được nêu ở đây https://vi.player.fm/legal.

4+ y ago 10:47

MP3•Trang chủ episode

Mathematics Professor Gilbert Strang is one of MIT’s most revered instructors; his courses, especially the perennially popular linear algebra course 18.06, have received millions of visits on OpenCourseWare, and his lecture videos have won him a devoted following on YouTube as well. (A sample YouTube comment on one of his lectures: “This is not lecture, this is art.”) A few years ago, Professor Strang began teaching a new course (18.065) focusing on the application of mathematical matrices to deep learning and AI. This new course is very unlike a typical undergraduate math course. For one thing, there’s no final exam—in fact, there are no exams at all! Instead, Professor Strang asks each student to spend the semester developing a project that applies the techniques they’re studying to some topic or problem they personally find interesting. In this episode, we hear from Professor Strang about his efforts to humanize math teaching, the value of thinking through problems in real time during lectures—even if it means getting stuck and having to backtrack!—and the importance of staying continually conscious of your students.

Relevant Resources:

MIT OpenCourseWare

The OCW Educator Portal

18.065 on OCW

18.06 on OCW

18.06 Scholar on OCW

Professor Strang’s faculty page

Profile of Professor Strang

Music in this episode by Blue Dot Sessions

Connect with Us

If you have a suggestion for a new episode or have used OCW to change your life or those of others, tell us your story. We’d love to hear from you!

Stay Current

Subscribe to the free monthly "MIT OpenCourseWare Update" e-newsletter.

Connect with Us

If you have a suggestion for a new episode or have used OCW to change your life or those of others, tell us your story. We’d love to hear from you!

Call us @ 617-715-2517

Stay Current

Subscribe to the free monthly "MIT OpenCourseWare Update" e-newsletter.

Support OCW

If you like Chalk Radio and OpenCourseware, donate to help keep these programs going!

Credits

Sarah Hansen, host and producer

Brett Paci, producer

Dave Lishansky, producer

Show notes by Peter Chipman

51 tập

#MIT OpenCourseWare #Digital Learning #Instructors #Ocw #Online Learning #Open Learning #Higher Education #Teaching #Podcasting Education #Teaching Trends #Learn #MIT #OpenCourseWare