2020 Spring COMPSCI L182 001 LEC 001

Spring 2020

COMPSCI L182 001 - LEC 001

Designing, Visualizing and Understanding Deep Neural Networks

John F Canny

Jan 21, 2020 - May 08, 2020
Tu, Th
09:30 am - 10:59 am
Class #:31264
Units: 4

Current Enrollment

Total Open Seats: 0
Enrolled: 50
Waitlisted: 0
Capacity: 50
Waitlist Max: 0
No Reserved Seats

Hours & Workload

3 hours of instructor presentation of course materials per week, 8 hours of outside work hours per week, and 1 hours of the exchange of opinions or questions on course material per week.

Other classes by John F Canny

Course Catalog Description

Deep Networks have revolutionized computer vision, language technology, robotics and control. They have growing impact in many other areas of science and engineering. They do not however, follow a closed or compact set of theoretical principles. In Yann Lecun's words they require "an interplay between intuitive insights, theoretical modeling, practical implementations, empirical studies, and scientific analyses." This course attempts to cover that ground.

Class Notes

*Effective 1/17/2020 - this class is now CLOSED for enrollment.

In SP20, 182/282A will be conducted with a new format. CS L182 has live lectures with mandatory attendance. CS W182 has only recorded or live-streamed lectures. Students enrolled in CS W182 should NOT attend the lecture for.. show more
*Effective 1/17/2020 - this class is now CLOSED for enrollment.

In SP20, 182/282A will be conducted with a new format. CS L182 has live lectures with mandatory attendance. CS W182 has only recorded or live-streamed lectures. Students enrolled in CS W182 should NOT attend the lecture for CS L182. The lectures themselves are identical. The rest of the course material, assignments, midterms, discussion sections, Piazza etc. are identical. Furthermore, students are expected to attend the discussion sections and exams for the class in which they enroll.

* Attendance for this class is MANDATORY. Therefore, time conflicts are NOT allowed.

* Enroll into the lecture and discussion section.

* More information on class website: https://bcourses.berkeley.edu/courses/1487769 show less

Rules & Requirements

Requisites

  • Undergraduate Students - Excludes Visiting Students

Credit Restrictions

Students will receive no credit for COMPSCI L182 after completing COMPSCI 182, or COMPSCI W182. A deficient grade in COMPSCI L182 may be removed by taking COMPSCI 182, or COMPSCI W182.

Repeat Rules

Course is not repeatable for credit.

Reserved Seats

Current Enrollment

No Reserved Seats

Textbooks & Materials

Associated Sections