CS 307

Fall 2025 Part of Term 1

Part of Term 1
Aug 25-Dec 10

Modeling and Learning in Data Science

SHOW FINAL EXAM SCHEDULE

Credit: 4 hours.

Introduction to the use of classical approaches in data modeling and machine learning in the context of solving data-centric problems. A broad coverage of fundamental models is presented, including linear models, unsupervised learning, supervised learning, and deep learning. A significant emphasis is placed on the application of the models in Python and the interpretability of the results.

Prerequisite: STAT 207; one of MATH 225, MATH 227, MATH 257, MATH 415, MATH 416, ASRM 406.

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CS 307 class schedule data for fall 2025
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
77586	Discussion/ Recitation Lecture	M1 M1	9:30AM -10:45AM 2:00PM -3:15PM	F TR	1320 Digital Computer Laboratory 3039 Campus Instructional Facility	Dalpiaz, D Dalpiaz, D	Part of Term: 1 Date Range: 08/25/25-12/10/25 Restriction(s): Restricted to Undergrad - Urbana-Champaign. Restricted to Data Science or Information Sciences + DS or Astronomy + Data Science or Finance + Data Science or Accountancy + Data Science or Business + Data Science or Chemical Engr + Data Science or Molecular & Cellular Bio + DS major(s) or minor(s).
77587	Discussion/ Recitation Lecture	M2 M2	9:30AM -10:45AM 2:00PM -3:15PM	F TR	1320 Digital Computer Laboratory 3039 Campus Instructional Facility	Dalpiaz, D Dalpiaz, D	Part of Term: 1 Date Range: 08/25/25-12/10/25 Restriction(s): Restricted to Undergrad - Urbana-Champaign. Not intended for Information Sciences + DS or Astronomy + Data Science or Finance + Data Science or Accountancy + Data Science or Business + Data Science or Chemical Engr + Data Science or Molecular & Cellular Bio + DS major(s).
80859	Discussion/ Recitation Lecture	M3 M3	11:00AM -12:15PM 2:00PM -3:15PM	F TR	1320 Digital Computer Laboratory 3039 Campus Instructional Facility	Dalpiaz, D Dalpiaz, D	Part of Term: 1 Date Range: 08/25/25-12/10/25 Section Info: This section is restricted to students in DS+X majors initially, and open initially to students who were freshmen in Fall 2022 or earlier. Fall 2023-start students will get a later opportunity to register. DS minors may be given access later if seats are available. Restriction(s): Restricted to Undergrad - Urbana-Champaign.
80885	Discussion/ Recitation Online Lecture	M4 M4	11:00AM -12:15PM ARRANGED	F n.a.	1320 Digital Computer Laboratory n.a.	Dalpiaz, D Dalpiaz, D	Part of Term: 1 Date Range: 08/25/25-12/10/25 Section Info: Students in this section will watch lecture videos asynchronously but attend discussions in-person. Initially this section is restricted to X+Data Science majors but will be open to later to Data Science minors and then all students meeting the prerequisites. Restriction(s): Restricted to Undergrad - Urbana-Champaign.