MATH 227

Spring 2025 All Classes

All Classes

Linear Algebra for Data Science

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Credit: 3 hours.

Linear algebra is the main mathematical subject underlying the basic techniques of data science. Provides a practical computer-based introduction to linear algebra, emphasizing its uses in analyzing data, such as linear regression, principal component analysis, and network analysis. Students will also explore some of the strengths and limitations of linear methods. Students will learn how to implement linear algebra methods on a computer, making it possible to apply these techniques to large data sets.

Credit is not given for both Math 227 and any of Math 125, Math 225, Math 257, Math 415, or ASRM 406. Prerequisite: Assumes an introductory knowledge of Python, such as students acquire in STAT 107.

Students must register for one lecture and one lab section.

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MATH 227 class schedule data for spring 2025
CRN	Type	Section	Time	Day	Location	Instructor	Section Details
76902	Discussion/ Recitation	ADB	9:00AM -9:50AM	T	169 Davenport Hall	O'Neill, C	Part of Term: 1 Date Range: 01/21/25-05/07/25
76903	Discussion/ Recitation	ADC	10:00AM -10:50AM	T	169 Davenport Hall	O'Neill, C	Part of Term: 1 Date Range: 01/21/25-05/07/25
75675	Discussion/ Recitation	ADF	2:00PM -2:50PM	T	1027 Lincoln Hall	Senapati, S	Part of Term: 1 Date Range: 01/21/25-05/07/25
75676	Discussion/ Recitation	ADG	3:00PM -3:50PM	T	1027 Lincoln Hall	Senapati, S	Part of Term: 1 Date Range: 01/21/25-05/07/25
75677	Discussion/ Recitation	ADH	4:00PM -4:50PM	T	1027 Lincoln Hall	Liu, J	Part of Term: 1 Date Range: 01/21/25-05/07/25
76904	Discussion/ Recitation	ADI	8:00AM -8:50AM	R	1065 Lincoln Hall	Bhat, R	Part of Term: 1 Date Range: 01/21/25-05/07/25
76905	Discussion/ Recitation	ADJ	9:00AM -9:50AM	R	1065 Lincoln Hall	Liu, J	Part of Term: 1 Date Range: 01/21/25-05/07/25
76906	Discussion/ Recitation	ADK	10:00AM -10:50AM	R	1065 Lincoln Hall	Liu, J	Part of Term: 1 Date Range: 01/21/25-05/07/25
75678	Discussion/ Recitation	ADW	2:00PM -2:50PM	R	1027 Lincoln Hall	Senapati, S	Part of Term: 1 Date Range: 01/21/25-05/07/25
75679	Discussion/ Recitation	ADX	3:00PM -3:50PM	R	1027 Lincoln Hall	Senapati, S	Part of Term: 1 Date Range: 01/21/25-05/07/25
75680	Discussion/ Recitation	ADY	4:00PM -4:50PM	R	1027 Lincoln Hall	Liu, J	Part of Term: 1 Date Range: 01/21/25-05/07/25
72036	Lecture	AL1	9:00AM -9:50AM	MW	2079 Natural History Building	Petrickova, S	Part of Term: 1 Date Range: 01/21/25-05/07/25 Section Info: During early registration, this section is reserved for students in appropriate Data Science majors and those who have approved overrides. Students in IS+DS who were first-time freshmen in FA23 or SP24 may register on Nov. 21 starting at 8:40am. Preference is given to upperclass students until Nov. 21. For questions, please contact mathadvising@illinois.edu. Restrictions will be removed on December 5, 2024. Restriction(s): Restricted to Undergrad - Urbana-Champaign.
72096	Online Lab	AY1	9:00AM -9:50AM	F	n.a.	Bhat, R	Part of Term: 1 Date Range: 01/21/25-05/07/25