2024 Summer STAT C8 001 LEC 001

2024 Summer Session C 8 weeks, June 17 - August 9

STAT C8 001 - LEC 001

Formerly Computer Science C8/Statistics C8/Information C8

Foundations of Data Science

Jeremy Sanchez

Jun 17, 2024 - Aug 09, 2024
Mo, Tu, We, Th, Fr
11:00 am - 11:59 am
Jun 17, 2024 - Aug 09, 2024
Fr
12:00 pm - 12:59 pm
Class #:14039
Units: 4

Instruction Mode: In-Person Instruction
Time Conflict Enrollment Allowed

Offered through Statistics

Current Enrollment

Total Open Seats: 0
Enrolled: 0
Waitlisted: 0
Capacity: 0
Waitlist Max: 0
No Reserved Seats
Also offered as: DATA C8

Hours & Workload

6 hours of instructor presentation of course materials per week, 14 hours of outside work hours per week, and 4 hours of instructional experiences requiring special laboratory equipment and facilities per week.

Other classes by Jeremy Sanchez

Course Catalog Description

Foundations of data science from three perspectives: inferential thinking, computational thinking, and real-world relevance. Given data arising from some real-world phenomenon, how does one analyze that data so as to understand that phenomenon? The course teaches critical concepts and skills in computer programming and statistical inference, in conjunction with hands-on analysis of real-world datasets, including economic data, document collections, geographical data, and social networks. It delves into social and legal issues surrounding data analysis, including issues of privacy and data ownership.

Rules & Requirements

Credit Restrictions

Students will receive no credit for DATA C8\COMPSCI C8\INFO C8\STAT C8 after completing COMPSCI 8, or DATA 8. A deficient grade in DATA C8\COMPSCI C8\INFO C8\STAT C8 may be removed by taking COMPSCI 8, COMPSCI 8, or DATA 8.

Repeat Rules

Course is not repeatable for credit.

Reserved Seats

Current Enrollment

No Reserved Seats

Textbooks & Materials

Associated Sections