Data Science Course Offering

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1	Students can access course syllabi on the CSDSE course listings website: https://cs.shanghai.nyu.edu/ (Academics - Courses).
2	Subject Code	Catalog Number	Course Title	Class Course Attribute Value Description	Pre-requisite
3	CSCI-SHU	220	Algorithms	Data Science Elective Concentration in AI	Prereq for CSCI-SHU 220 is Data Structures AND (Discrete Math OR Linear Algebra OR Honors Linear Algebra).
4	CSCI-SHU	376	Natural Language Processing	Data Science Elective Concentration in AI	Prereq for CSCI-SHU 376 is CSCI-SHU 11 Introduction to Computer Programming and (CSCI-SHU 360 Marchine Learning or MATH-SHU 235 Probability and Statistic or MATH-SHU 238 Theory of Probability)
5	DATS-SHU	377	Computer Vision	Data Science Elective Concentration in AI	Prereq for DATS-SHU 377 is CSCI-SHU 101 Introduction to Computer Programming and (CSCI-SHU 360 Marchine Learning or MATH-SHU 235 Probability and Statistic or MATH-SHU 238 Theory of Probability).
6	DATS-SHU	235	Information Visualization	Data Science Elective Concentration in AI	Prereq or coreq for DATS-SHU 235 is CSCI-SHU 210 Data Structures.
7	DATS-SHU	369	Machine Learning with Graphs	Data Science Elective Concentration in AI	Prereq for DATS-SHU 369 is CSCI-SHU 360 Marchine Learning or MATH-SHU 235 Probability and Statistic.
8	ECON-SHU	3	Microeconomics	Data Science Elective Concentration in Economics	prereq for ECON-SHU 3 is Calculus or above.
9	ECON-SHU	1	Principles of Macroeconomics	Data Science Elective Concentration in Economics
10	BUSF-SHU	303	Corporate Finance	Data Science Elective Concentration in Finance	Prereq for BUSF-SHU 303 is BUSF-SHU 202
11	BUSF-SHU	202	Foundations of Finance	Data Science Elective Concentration in Finance	Prereq for BUSF-SHU 202 is ECON-SHU 3 Microeconomics and (BUSF-SHU 101 Statistics for Business & Econ or MATH-SHU 235 Probability and Statistics)
12	BUSF-SHU	250	Principles of Financial Accounting	Data Science Elective Concentration in Finance
13	ECON-SHU	3	Microeconomics	Data Science Elective Concentration in Finance	prereq for ECON-SHU 3 is Calculus or above.
14	BIOL-SHU	21	Foundations of Biology I	Data Science Elective Concentration in Genomics	Prereq/ Co-req for BIOL-SHU 21 is MATH-SHU 131 or MATH-SHU 201
15	BUSF-SHU	202	Foundations of Finance	Data Science Elective Concentration in Marketing	Prereq for BUSF-SHU 202 is ECON-SHU 3 Microeconomics and (BUSF-SHU 101 Statistics for Business & Econ or MATH-SHU 235 Probability and Statistics)
16	BUSF-SHU	250	Principles of Financial Accounting	Data Science Elective Concentration in Marketing
17	ECON-SHU	3	Microeconomics	Data Science Elective Concentration in Marketing	prereq for ECON-SHU 3 is Calculus or above.
18	MKTG-SHU	1	Introduction to Marketing	Data Science Elective Concentration in Marketing	Prereq for MKTG-SHU 1 is not open to first-semester students.
19	MATH-SHU	142	Honors Linear Algebra II	Data Science Elective Concentration in Mathematics	Prereq for MATH-SHU 142 is MATH-SHU 141 Honors Linear Algebra I, or [ MATH-SHU 140 Linear Algebra and MATH-SHU 143 Foundations of Mathematical Methods]
20	MATH-SHU	238	Honors Theory of Probability	Data Science Elective Concentration in Mathematics	PREREQ FOR MATH-SHU 238 is Grade C or better in either MATH-SHU 151 (Multivariable Calculus) or MATH-SHU 329 (Honors Analysis II), and grade C or better in either MATH-SHU 140 (Linear Algebra) or MATH-SHU 141 (Honors Linear Algebra I).
21	SOCS-SHU	160	Introduction to International Politics	Data Science Elective Concentration in Poli Sci
22	PSYC-SHU	234	Developmental Psychology	Data Science Elective Concentration in Psychology	Prereq for PSYC-SHU 234 is PSYC-SHU 101 Intro to Pscyhology or its equivalencies.
23	PSYC-SHU	101	Introduction to Psychology	Data Science Elective Concentration in Psychology
24	SOCS-SHU	350	Empirical Research Practice	Data Science Elective Concentration in Psychology	PREREQ FOR SOCS-SHU 350 is Sophomore standing or above required. PSYC-SHU 101 recommended but not required.
25	SOCS-SHU	334	Legal Psychology	Data Science Elective Concentration in Psychology	Pre-req for SOCS-SHU 334 is PSYC-SHU 101 Intro to Psychology OR SOCS-SHU 220 Law and Society in the US.
26	BUSF-SHU	101	Statistics for Business and Economics	Data Science Foundational
27	CSCI-SHU	101	Introduction to Computer and Data Science	Data Science Foundational
28	MATH-SHU	238	Honors Theory of Probability	Data Science Foundational	PREREQ FOR MATH-SHU 238 is Grade C or better in either MATH-SHU 151 (Multivariable Calculus) or MATH-SHU 329 (Honors Analysis II), and grade C or better in either MATH-SHU 140 (Linear Algebra) or MATH-SHU 141 (Honors Linear Algebra I).
29	MATH-SHU	235	Probability and Statistics	Data Science Foundational	Prereq for MATH-SHU 235 is Grade C or better in either MATH-SHU 131 (Calculus) or MATH-SHU 201 (Honors Calculus). Anti-requisite: MATH-SHU 238 Honors Theory of Probability.
30	CSCI-SHU	220	Algorithms	Data Science Required Data Analysis	Prereq for CSCI-SHU 220 is Data Structures AND (Discrete Math OR Linear Algebra OR Honors Linear Algebra).
31	CSCI-SHU	360	Machine Learning	Data Science Required Data Analysis	Prereq for CSCI-SHU 360 is ICP, Calculus, Probability and Statistics OR Theory of Probability OR Statistics for Business and Economics OR Linear Algebra
32	DATS-SHU	235	Information Visualization	Data Science Required Data Analysis	Prereq or coreq for DATS-SHU 235 is CSCI-SHU 210 Data Structures.
33	ECON-SHU	301	Econometrics	Data Science Required Data Analysis	Prereq for ECON-SHU 301 is Statistics (BUSF-SHU 101 or MATH-SHU 233 or MATH-SHU 234 or MATH-SHU 235 or MATH-SHU 238 or SOCS-SHU 210 or SOCSC-UH 1010Q or ECON-UA 18 or ECON-UA 20 or STAT-UB 1 or STAT-UB 103 or an equivalent statistics course.)
34	ECON-SHU	9301	Econometrics	Data Science Required Data Analysis	Prereq for ECON-SHU 301 is Statistics (BUSF-SHU 101 or MATH-SHU 233 or MATH-SHU 234 or MATH-SHU 235 or MATH-SHU 238 or SOCS-SHU 210 or SOCSC-UH 1010Q or ECON-UA 18 or ECON-UA 20 or STAT-UB 1 or STAT-UB 103 or an equivalent statistics course.)
35	CSCI-SHU	213	Databases	Data Science Required Data Management	Prereq for CSCI-SHU 213 is CSCI-SHU 210 Data Structures.
36	MATH-SHU	328	Honors Analysis I	Data Science Required Mathematics	Prereq for MATH-SHU 328 is Grade C or better in MATH-SHU 201 (Honors Calculus), or grade A- or better in MATH-SHU 131 (Calculus)
37	MATH-SHU	140	Linear Algebra	Data Science Required Mathematics	Prereq for MATH-SHU 140 is Pre-placement by Faculty based on high-school grades, or NYU SH “Calculus and Linear Algebra” placement exam, or a grade of C or better in MATH-SHU 9 (Precalculus). Anti-Requisite: MATH-SHU 141.
38	MATH-SHU	151	Multivariable Calculus	Data Science Required Mathematics	Prereq for MATH-SHU 151 is Grade C or better in either MATH-SHU 131 (Calculus) or MATH-SHU 201 (Honors Calculus). Anti-requisite: MATH-SHU 329 (Honors Analysis II).
39	CSCI-SHU	210	Data Structures	Data Science Required Programming & Comp Science	Prereq for CSCI-SHU 210 is ICS or A- in ICP.
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