CS 307

Spring 2026 All Classes

All Classes

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 spring 2026
	CRN	Type	Section	Time	Day	Location	Instructor	Section Details
	71618	Discussion/ Recitation Lecture	AL1 AL1	2:00PM -3:15PM 2:00PM -3:15PM	M WF	1320 Digital Computer Laboratory 1320 Digital Computer Laboratory	Agyare, B Demirtas, A Gonzalez, D Robles Granda, P Agyare, B Demirtas, A Gonzalez, D Robles Granda, P	Part of Term: 1 Date Range: 01/20/26-05/06/26 Section Info: This section is for X+Data Science majors and Business Undeclared students. Seats will open initially to third and fourth-year students (by year, not by credit hours) and later open to second and then first-year students. For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/csregister Restriction(s): Restricted to Undergrad - Urbana-Champaign. Restricted to Business Undeclared 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 or Materials Sci & Engr + DS or NPRE + Data Science major(s). Not intended for CS and blended CS majors students.
	73190	Discussion/ Recitation Lecture	AL2 AL2	2:00PM -3:15PM 2:00PM -3:15PM	M WF	1320 Digital Computer Laboratory 1320 Digital Computer Laboratory	Agyare, B Demirtas, A Gonzalez, D Robles Granda, P Agyare, B Demirtas, A Gonzalez, D Robles Granda, P	Part of Term: 1 Date Range: 01/20/26-05/06/26 Section Info: For up-to-date information about CS course restrictions, please see the following link: http://go.cs.illinois.edu/csregister 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 or Materials Sci & Engr + DS or NPRE + Data Science major(s).