Spring 2025
DATA C101 001 - LEC 001
Formerly DATA C101
Data Engineering
Aditya Parameswaran
Class #:32285
Units: 4
Instruction Mode:
In-Person Instruction
Offered through
Data Science Undergraduate Studies
Current Enrollment
Total Open Seats:
0
Enrolled: 240
Waitlisted: 0
Capacity: 240
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
WED, MAY 14TH
11:30 am - 02:30 pm
Pimentel 1
Other classes by Aditya Parameswaran
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
*Seats in Data C101 are reserved for declared Data Science majors.
*This class uses 999 sections. In addition to the lecture, you must enroll in the DIS 999 to enroll in the course. Selection and assignment into the actual lab happens outside of CalCentral. Instructors will provide more.. show more
*This class uses 999 sections. In addition to the lecture, you must enroll in the DIS 999 to enroll in the course. Selection and assignment into the actual lab happens outside of CalCentral. Instructors will provide more.. show more
*Seats in Data C101 are reserved for declared Data Science majors.
*This class uses 999 sections. In addition to the lecture, you must enroll in the DIS 999 to enroll in the course. Selection and assignment into the actual lab happens outside of CalCentral. Instructors will provide more information during the first lecture.
*Sections will be on Thursday afternoons or Fridays.
*Prerequisites for this course are enforced. show less
*This class uses 999 sections. In addition to the lecture, you must enroll in the DIS 999 to enroll in the course. Selection and assignment into the actual lab happens outside of CalCentral. Instructors will provide more information during the first lecture.
*Sections will be on Thursday afternoons or Fridays.
*Prerequisites for this course are enforced. 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.
- Undergraduate Data Science Majors
Repeat Rules
Course is not repeatable for credit.
Reserved Seats
Reserved Seating For This Term
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