Spring 2020
COMPSCI W182 001 - WBL 001
Designing, Visualizing and Understanding Deep Neural Networks
John F Canny
Jan 21, 2020 - May 08, 2020
12:00 am
Class #:32842
Units: 4
Offered through
Electrical Engineering and Computer Sciences
Current Enrollment
Total Open Seats:
-34
Enrolled: 234
Waitlisted: 0
Capacity: 200
Waitlist Max: 0
No Reserved Seats
Hours & Workload
3 hours of web-based or technologically-mediated activities replacing standard lectures (effective fall 2006) per week, 1 hours of the exchange of opinions or questions on course material per week, and 8 hours of outside work hours 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
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.
* The lecture for this class will be only be available via webcast.
* Time conflicts with this class WILL be allowed by the Computer Science department. NOTE: Faculty is NOT obligated to accommodate conflicting final exam times or project due dates.
* This class uses 999 sections. In addition to the lecture, you must in enroll in DIS 999 to enroll in the course. Selection and assignment into the actual discussions happen outside of CalCentral. Instructors will provide more information during the first lecture.
* More information on class website: https://bcourses.berkeley.edu/courses/1487769 show less
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.
* The lecture for this class will be only be available via webcast.
* Time conflicts with this class WILL be allowed by the Computer Science department. NOTE: Faculty is NOT obligated to accommodate conflicting final exam times or project due dates.
* This class uses 999 sections. In addition to the lecture, you must in enroll in DIS 999 to enroll in the course. Selection and assignment into the actual discussions happen outside of CalCentral. Instructors will provide more information during the first lecture.
* 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 W182 after completing COMPSCI 182, or COMPSCI L182. A deficient grade in COMPSCI W182 may be removed by taking COMPSCI 182, or COMPSCI L182.
Repeat Rules
Course is not repeatable for credit.
Reserved Seats
Current Enrollment
No Reserved Seats