Part 4 · Program curriculum
Class of 2030 Applied Statistics and Data Science Major
2030 Applied Statistics and Data Science Major Curriculum
- Dept
- MADN-MTH
- Code
- ASD0
- Short description
- Applied Statistics and Data Science
- Description
- Applied Statistics and Data Science Major
- Transcript description
- Applied Statistics and Data Science
- Required courses
- 9
- Optional courses
- 4
| Subject area | Description | Credit hours |
|---|---|---|
| Required Courses | Choose 6 of 6 | |
| MA371 | LINEAR ALGEBRA | 3.0 |
| MA376 | APPLIED STATISTICS | 3.0 |
| MA476 | MATHEMATICAL STATISTICS | 3.0 |
| MA477 | THEORY & APPL OF DATA SCIENCE | 3.0 |
| MA478 | GENERALIZED LINEAR MODELS | 3.0 |
| MA486 | MATHEMATICAL COMPUTATION | 3.0 |
| AND | ||
| Discipline Electives | Choose 2 of 17 | |
| AI380 | FOUNDATIONS ARTIFICIAL INTEL | 3.0 |
| CS473 | COMPUTER GRAPHICS | 3.0 |
| CY383 | SECURE INTERFACE DESIGN | 3.0 |
| MA372 | INTRODUCTION TO DISCRETE MATH | 3.0 |
| MA383 | FOUNDATIONS OF MATH | 3.0 |
| MA386 | INTRO TO NUMERICAL ANALYSIS | 3.0 |
| MA387 | MATHEMATICAL ANALYSIS I | 3.0 |
| MA388 | SABERMETRICS | 3.0 |
| MA391 | MATHEMATICAL MODELING | 3.0 |
| MA394 | FUNDAMENTALS/NETWORK SCIENCE | 3.0 |
| MA461 | GRAPH THEORY AND NETWORKS | 3.0 |
| MA462 | COMBINATORICS | 3.0 |
| MA488 | SPECIAL TOPICS IN MATHEMATICS | 3.0 |
| MA489 | ADV INDIV STUDY IN MATH | 3.0 |
| PY326 | ETHICS OF TECHNOLOGY | 3.0 |
| XE402 | INTEGRATIVE SYSTEM DESIGN II | 3.5 |
| XE492 | DISRUPTIVE INNOVATIONS | 3.0 |
| AND | ||
| Research Course | ||
| Choose a 2-course research sequence in another department as approved by the ASDS Program Director or choose one of these tracks. | ||
| Math Research | Choose 1 of 1 | |
| MA491 | RESEARCH SEMNR-APPLD MATH | 3.0 |
| OR | ||
| Integrated Research Course | Choose 1 of 1 | |
| XE401 | INTEGRATIVE SYSTEM DESIGN I | 3.5 |
| AND | ||
| Complementary Support Course - Required Foundational Math | Choose 1 of 3 | |
| Cadets in this major must take CY305/355 to satisfy the AI CYBER II requirement. | ||
| MA204 | CALCULUS I AND II | 4.5 |
| MA205 | CALCULUS II | 4.0 |
| MA255 | ADV MULTIVARIABLE CALCULUS | 4.5 |
| AND | ||
| Complementary Support Courses - Computer Science | Choose 2 of 2 | |
| CS393 | DATABASE SYSTEMS | 3.0 |
| SE370 | COMPUTER AIDED SYSTEMS ENG | 3.0 |
| AND | ||
| Integrative Experience for the Major | Choose 1 of 1 | |
| MA490 | ETHICS IN MATH, DATA SCI & ENG | 3.0 |
| AND | ||
| Science Depth | ||
| Cadets in this major may choose any of the authorized courses to satisfy the Science Depth requirement. | ||
| CH102 | GENERAL CHEMISTRY II | 4.0 |
| CH275 | BIOLOGY | 4.0 |
| PH202 | PHYSICS II | 4.0 |
| PH252 | ADVANCED PHYSICS II | 4.0 |
| PH275 | PHYSICS II: SPACE | 4.0 |
| SI CYBER II | ||
| Cadets in this major must take CY305/355 to satisfy the SI CYBER II requirement. | ||
| CY305 | TECH INNOV IN EMERGING WARFARE | 3.0 |
| CY355 | CYBER FOUNDATIONS - COMPUTING | 3.0 |
| AND | ||
| Curriculum Requirements | ||
| This section describes how cadets in this major satisfy various curriculum requirements. | ||
| Core Engineering Sequence | ||
| Cadets in this major are directed to take the Artificial Intelligence and Data Engineering sequence to support their major. | ||
| AI350 | DATA ENGINEERING | 3.0 |
| CY300 | PROGRAMMING FUNDAMENTALS | 3.0 |
| SI450 | MACHINE LEARNING ENGINEERING | 3.0 |
| Writing-in-the-Major | ||
| Cadets in this major satisfy the West Point Writing Program requirement by successfully completing writing requirements in the core curriculum and this course in the major. | ||
| MA376 | APPLIED STATISTICS | 3.0 |
2030 Applied Statistics and Data Science Major with Honors Curriculum
- Dept
- MADN-MTH
- Code
- ASD0H
- Short description
- Applied Statistics and Data Science w/ Honors
- Description
- Applied Statistics and Data Science Major with Honors
- Transcript description
- Applied Statistics and Data Science w/ Honors
- Required courses
- 1
- Optional courses
- 1
| Subject area | Description | Credit hours |
|---|---|---|
| Required Courses | ||
| Applied Statistics and Data Science with Honors majors will replace MA491 with the two-course sequence of MA498 and MA499 or will take the two-course sequence of XE401 and XE402. For honors majors, neither of these courses may count as one of the two electives. | ||
| Math Research | Choose 1 of 1 | |
| MA499 | SR THESIS II: PAPER & DEFENSE | 3.0 |
| OR | ||
| Integrated Research | Choose 1 of 1 | |
| XE402 | INTEGRATIVE SYSTEM DESIGN II | 3.5 |
| AND | ||
| Foundations of Math | Choose 1 of 1 | |
| Applied Statistics and Data Science with Honors majors will take MA383. For honors majors, this may not count as one of the two electives. | ||
| MA383 | FOUNDATIONS OF MATH | 3.0 |
| AND | ||
| Grade Requirements | ||
| Complete the 42 required courses of the major as shown above, and attain an APSC of at least 3.0 in the core curriculum and an APSC of at least 3.5 in the major to be awarded the Applied Statistics and Data Science with Honors Degree. | ||