2023 Fall
DATA 101 001 - LEC 001
Formerly DATA C101
Data Engineering
Lisa Yan
Class #:26872
Units: 4
Instruction Mode:
In-Person Instruction
This class is audio and/or visually recorded
Offered through
Data Science Undergraduate Studies
Current Enrollment
Total Open Seats:
-33
Enrolled: 283
Waitlisted: 0
Capacity: 250
Waitlist Max: 0
No Reserved Seats
Hours & Workload
1 hours of the exchange of opinions or questions on course material per week, 3 hours of instructor presentation of course materials per week, and 8 hours of outside work hours per week.
Final Exam
FRI, DECEMBER 15TH
08:00 am - 11:00 am
Stanley 105
Valley Life Sciences 2050
Wheeler 102
Wheeler 222
Evans 6
Other classes by Lisa Yan
Course Catalog Description
This course will cover the principles and practices of managing data at scale, with a focus on use cases in data analysis and machine learning. We will cover the entire life cycle of data management and science, ranging from data preparation to exploration, visualization and analysis, to machine learning and collaboration, with a focus on ensuring reliable, scalable operationalization.
Class Notes
*Prerequisites for this course are ENFORCED.
*Course will not allow for time conflicts nor will it accommodate final exam conflicts.
*Class will likely have an out-of-class midterm exam at a TBD date.
*If you completed an approved alternate UC Berkeley prerequi.. show more
*Course will not allow for time conflicts nor will it accommodate final exam conflicts.
*Class will likely have an out-of-class midterm exam at a TBD date.
*If you completed an approved alternate UC Berkeley prerequi.. show more
*Prerequisites for this course are ENFORCED.
*Course will not allow for time conflicts nor will it accommodate final exam conflicts.
*Class will likely have an out-of-class midterm exam at a TBD date.
*If you completed an approved alternate UC Berkeley prerequisite course or an approved transfer course, please submit a request to clear requisites for Data 101. See our Enrollment FAQ for details: https://docs.google.com/document/d/1yHo13u6nN0EjVJq5EW0BswuAQPeEC_Oeb8Aprpqsk7k/edit?usp=sharing
*This class uses a 999 section. In addition to the lecture, you must enroll in the DIS 999 to enroll in the course. Selection and assignment into the actual section happens outside of CalCentral. Instructors will provide more information during the first lecture.
*Discussion sections are likely to be held on Mondays. show less
*Course will not allow for time conflicts nor will it accommodate final exam conflicts.
*Class will likely have an out-of-class midterm exam at a TBD date.
*If you completed an approved alternate UC Berkeley prerequisite course or an approved transfer course, please submit a request to clear requisites for Data 101. See our Enrollment FAQ for details: https://docs.google.com/document/d/1yHo13u6nN0EjVJq5EW0BswuAQPeEC_Oeb8Aprpqsk7k/edit?usp=sharing
*This class uses a 999 section. In addition to the lecture, you must enroll in the DIS 999 to enroll in the course. Selection and assignment into the actual section happens outside of CalCentral. Instructors will provide more information during the first lecture.
*Discussion sections are likely to be held on Mondays. show less
Rules & Requirements
Requisites
- COMPSCI 61B or INFO 206B or equivalent courses in programming with a C- or better, or Pass; AND COMPSCI C100/DATA C100/STAT C100 or COMPSCI 189 or INFO 251 or DATA 144 or equivalent upper-division course in data science with a C- or better, or Pass.
Repeat Rules
Course is not repeatable for credit.
Reserved Seats
Current Enrollment
No Reserved Seats
Textbooks & Materials
See class syllabus or https://calstudentstore.berkeley.edu/textbooks for the most current information.
Guide to Open, Free, & Affordable Course Materials