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Dept	Code	Short Description	Description	Transcript Description	Req Crse Cnt	Opt Crse Cnt
MADN-EEC	CYM0	Cyber Science: Machine Learning	Cyber Science Major: Machine Learning	Cyber Science	17	1

2028 Cyber Science Major: Machine Learning Tracks

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Subject Area	Description	Credit Hour
Cyber Foundations Required Courses	Choose 7 of 7
The Cyber Foundation courses are common across the Cyber Science major, regardless of the concentration.
CS380	COMPUTER SYSTEMS & ORGANIZATN	3.5
CS384	DATA STRUCTURES	3.0
CS400	PRO CONSIDERATIONS IN COMPUTIN	3.0
CY300	PROGRAMMING FUNDAMENTALS	3.0
CY350	NETWORK ENGR & MGT	3.0
CY450	CYBER SECURITY ENGINEERING	3.0
EE360	DIGITAL LOGIC W/ EMBEDDED SYS	3.5
AND
Complementary Support Course (Cyber Foundation)	Choose 1 of 1
MA372	INTRODUCTION TO DISCRETE MATH	3.0
AND
Integrative Experience for the Major	Choose 2 of 2
XE401	INTEGRATIVE SYSTEM DESIGN I	3.5
XE402	INTEGRATIVE SYSTEM DESIGN II	3.5
AND
Computer Engineering Disciplinary Lens	Choose 3 of 3
These courses are common to the Cyber Operations, Cyber-Physical Systems and Machine Learning concentrations.
CS403	SOFTWARE TESTING & DEVELOPMENT	3.0
CS481	OPERATING SYSTEMS	3.0
EE487	EMBEDDED SYSTEMS DEVELOPMENT	3.0
AND
Complementary Support Course (Cyber Breadth)	Choose 1 of 1
MA464	APPLIED ALGEBRA W/ CRYPTOLOGY	3.0
AND
Machine Learning Concentration	Choose 2 of 2
CS486	ARTIFICIAL INTELLIGENCE	3.0
MA477	THEORY & APPL OF DATA SCIENCE	3.0
AND
Complementary Support Course (Foundation)	Choose 1 of 1
MA376	APPLIED STATISTICS	3.0
AND
Cyber Elective	Choose 1 of 6
CY385	CYBER ALGORITHMIC FOUNDATIONS	3.0
CY460	CYBER POLICY, STRATEGY, & OPNS	3.0
CY465	ORGANIZATIONAL SECURITY	3.0
LW462	CYBER LAW	3.0
PY326	CYBER ETHICS	3.0
XH341	INTEL CYBER HISTORY	3.0
AND
Science Depth
Cadets may take any Academy-approved science depth choice.
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
AND
Curriculum Requirements
This section describes how cadets in this major satisfy various curriculum requirements.
STEM Depth
Cadets in this major will satisfy the STEM Depth requirement by taking CY355.
CY355	CYBER FOUNDATIONS - COMPUTING	3.0
IT/CYBER Requirement
Cadets in this major will satisfy the IT/CYBER requirement by successfully completing the IT/CYBER content in the core curriculum and CY355.
CY355	CYBER FOUNDATIONS - COMPUTING	3.0
Core Engineering Sequence
Cadets in this major will satisfy the core engineering requirement with the embedded CYBER Sequence courses.
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 CS400.
CS400	PRO CONSIDERATIONS IN COMPUTIN	3.0

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Dept	Code	Short Description	Description	Transcript Description	Req Crse Cnt	Opt Crse Cnt
MADN-EEC	CYM0H	Cyber Science: Machine Learning w/ Honors	Cyber Science Major: Machine Learning w/ Honors	Cyber Science w/ Honors	0	0

2028 Cyber Science Major: Machine Learning w/ Honors Tracks

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Subject Area	Description	Credit Hour
Research Requirement
The research will normally be accomplished as an extension of a research effort or project begun in an advanced computing course and must reflect individual effort, although it may build on an existing group project. The research must be conducted under the supervision of a member of the faculty and must result in a written paper and oral presentation of a depth and quality suitable for submission to a professional conference. Neither the research nor the resulting paper and presentation need be completed during the same semester they are begun, but must be completed by the end of the TEE period of semester 8. The final written document and oral presentation must be approved by both the research mentor and the Cyber Science Program Director.
AND
Grade Requirements
Attain an APSC of at least 3.0 in courses taken for the core curriculum and an APSC of at least 3.5 in courses taken for the major.