Bachelor Of Science In Artificial Intelligence Bachelor Of Science In .

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Dear Prospective Student,Welcome to Carnegie Mellon University! We hope you’re enjoying your visit to campus. If you arereceiving this packet through the mail, we hope you find it useful. Included in this packet isinformation about undergraduate programs offered at Carnegie Mellon University’s School ofComputer Science. An overview of the programs can be found athttps://www.cs.cmu.edu/overview-programsFor complete information regarding the Bachelor of Science in Computer Science, duate/overview, the website for the undergraduateComputer Science Department.If you have questions about the Computer Science Program, please contact Mary Widom(marywidom@cs.cmu.edu (412)-268-9497) or Amy Weis (alweis@cs.cmu.edu (412)-268-5561).For information about the new Bachelor of Science in Artificial Intelligence, please visit the igence/The Bachelor of Science in Computational Biology degree is offered through theSchool of Computer Science, Computational Biology Department. For more information, visit theundergraduate Computational Biology website onal-biology/If you have questions about the Computational Biology Program, please contactSamantha Mudrinich (smudrini@cs.cmu.edu (412)-268-4671).If you have questions about admissions, financial aid or scholarships, please contact the Office ofAdmission at 412-268-2082 or send mail to admission@andrew.cmu.edu .Thank you for your interest in Carnegie Mellon University.Sincerely,Mary WidomAcademic Program Administrator,School of Computer Science, Undergraduate Computer Science Programemail: marywidom@cs.cmu.edu phone: 412-268-9497

NameMinor/DM/DDB.S. in COMPUTER SCIENCE for students entering in Fall 2018(2018 Audit - 360 inciples of Imperative ComputationPrinciples of Functional ProgrammingParallel and Sequential Data Structures and AlgorithmsIntroduction to Computer SystemsGreat Theoretical Ideas in Computer ScienceAlgorithm Design and AnalysisArtificial Intelligence (10-401; 11-411; 15-381,386; 16-384,385)123456715-xxx15-xxx15-xxxxx-xxxDomains (02-250; 05-391; 15-330, 455, 462; 17-313)Logics/Langs (15-312,316,317,414,424; 17-355; 80-413)Software Systems (410, 411, 418, 440, 441, 445)School of Computer Science Elective891011xx-xxx School of Computer Science -----------------------------------------21-120 Differential and Integral Calculus21-122 Integration and Approximation15-151 Math Foundations for CS (or 21-127 [21-128], Concepts)21-241 Matrices and Linear Transformations (or 21-242, Matrix Theory)xx-xxx Probability Course (15-359; 21-325; 36-218 or --------------------------------------------xx-xxx Science/Engineeringxx-xxx Science/Engineeringxx-xxx Science/Engineeringxx-xxx Lab Requirement2 Courses from One -------------------------------------------76-101 Writing76-720 Writing for Professions (or 15-300, Research in CS or 08-200)xx-xxx Cat. 1: Cognition, Choice, & Behaviorxx-xxx Cat. 2: Economic, Political, & Social Institutionsxx-xxx Cat. 3: Cultural Analysisxx-xxx Unrestricted Humanities or Fine Artsxx-xxx Unrestricted Humanities or Fine Artsxx-xxx Unrestricted Humanities or Fine -------------------------------------15-128 First Year IC99-101Computing @ -----------------------------------xx-xxx Elective (Minor/Free)xx-xxx Elective (Minor/Free)xx-xxx Elective (Minor/Free)xx-xxxxx-xxxxx-xxxElective (Minor/Free)Elective (Minor/Free)Elective 313233343536

NameB.S. in ARTIFICIAL INTELLIGENCE for students entering in Fall 2018(2018 Audit - 360 units)15-151 Math Foundations for CS (or 21-127 [21-128], Concepts)21-120 Differential and Integral Calculus21-122 Integration and Approximation21-241 Matrices and Linear Transformations (or 21-242, Matrix Theory)36-218 Probability Theory for CS (or 15-359/21-325/36-225 & 36-226)36-401 Modern 2 Principles of Imperative Computation15-150 Principles of Functional Programming15-210 Parallel and Sequential Data Structures and Algorithms15-213 Introduction to Computer Systems15-251 Great Ideas in Theoretical Computer ------------------------------------------07-180 Concepts in Artificial Intelligence (mini)15-381 Intro to AI Representation and Problem Solving10-401 Intro to Machine Learningxx-xxx Required AI Core Elective (11-411 or ------------------------------------------xx-xxx Decision Making/Robotics (15-386,483,494; 16-350,362,384)xx-xxx Machine Learning (10-403; 11-441,485; 36-402)xx-xxx Perception/Language (11-442,492; 15-387,463; 16-421)xx-xxx Human-AI Interaction (05-391; ------------------------------------------xx-xxx School of Computer Science Electivexx-xxx School of Computer Science -------------------------------------------xx-xxx Science/Engineeringxx-xxx Science/Engineeringxx-xxx Science/Engineeringxx-xxx Lab Requirement2 Courses from one 1 Interpretation and Argumentxx-xxx Ethics Elective (16-161; 17-200; 80-249)xx-xxx Cat. 1: [Cognition] 213141516171819202122232425262728xx-xxx Cat. 2: Economic, Political, & Social Institutionsxx-xxx Cat. 3: Cultural Analysisxx-xxx Unrestricted Humanities or Fine Artsxx-xxx Unrestricted Humanities or Fine Artsxx-xxx Unrestricted Humanities or Fine 15-128 Freshman IC99-101 Computing @ -------------------------------------xx-xxx Free Electivexx-xxx Free Elective343536

University AP PolicyAdvanced Placement (AP) Course Credit AssignmentsScoreArt HistoryBiology5460-011, AP Art History03-011, AP 4 Biology995403-110, AP 5 Biology (complete the CMU attainment exam21-111, Calculus (for Dietrich College and CFA students only)105521-120, Differential and Integral Calculus21-120, Differential and Integral Calculus and 21-122, Integrations, Differential Equationsand Approximation09-105, Introduction to Modern Chemistry I82-011, AP 4 Chinese (completes the Chinese placement test and consult with theDepartment of Modern Languages Program Coordinator for credit to change to 82-231,Intermediate Chinese I)82-011, AP 4 Chinese (complete the Chinese placement test and consult with DepartmentofModernLanguages Undergraduates Program Coordinator for credit to change to: 82-231, Intermediate Chinese I)and 82-012, AP 5 Chinese (complete the Chinese placement test and consult with the DepartmentofModern Languages Undergraduate Program Coordinator for credit to change to: 82-236, Intensive ChineseLanguage & Culture). NOTE: With the completion and successful evaluation of an additional 500word essay, credit for 82-236 could be converted to credit for 82-232, Intermediate Chinese II, for12 units.15-110, Principles of ComputingCalculus AB andsubscoreCalculus BCChemistryChinese Language &Culture545Computer Science AComputer icro andMacroEnglish Language andCompositionEnglish Literature andCompositionEnvironmental ScienceEuropean HistoryFrench Language &Culture454 or 555 onbothExams554 or 554Carnegie Mellon Course Award/EquivalencyCMUUnitsAP Exam15-112, Fundamentals of Programming15,110, Principles of Computing1010 & 10101212 & 9101210No credit – placement only (student may take 73-103 before 73-102)-73-011, AP Economics (student may take 73-103 before 73-102)976-011, AP English (must take 76-101 or two of the following half-semester mini courses atCMU: 76106, 76107, 76108)76-012, APEnglish Lit & Comp (must take 76-101 or two of the following half-semester minicourses at CMU: 76106, 76107, 76108)38-012, AP Environmental Science79-011, AP European History82-013, AP 4 French (complete the French placement test and consult with the DepartmentModern Languages Undergraduate Program Coordinator for credit to change to: 82-201,IntermediateFrenchI)982-013, AP 4 French (complete the French placement test and consult with the Department ofModern Languages Undergraduate Program Coordinator for credit to change to: 82-201,Intermediate French I) and 82-014, AP 5 French A (complete the French placement test andconsult with the Department of Modern Languages Undergraduate Program Coordinatorfor credit to change to: 82-202, Intermediate French II)82-015 AP 4 German (complete the German placement test and consult with the Departmentof Modern Languages Undergraduate Program Coordinator for credit to change to: 82-221,Intermediate German I)9&982-015 AP 4 German (complete the German placement test and consult with the Department ofModern Languages Undergraduate Program Coordinator for credit to change to: 82-221, Intermediate9&999995German Language &Culture45Updated 6/17/20199Page 1

Government &Politics: ComparativeGovernment &Politics: USHuman GeographyItalian Language &Culture4 or 5German I) and 82-016, AP 5 German (complete the German placement test and consult with theDepartment of Modern Languages Undergraduate Program Coordinator for credit to changeto: 82-222, Intermediate German II)84-011, AP Government & Politics: Comparative94 or 584-012, AP Government & Politics: US94 or 5466-011, AP Human Geography82-017, AP 4 Italian (complete the Italian placement test and consult with the Department ofModern Languages Undergraduate Program Coordinator for credit to change to: 82-261,Intermediate Italian I)995Japanese Language &Culture49&982-017, AP 4 Italian (complete Italian placement test and consult the Department of ModernLanguage Undergraduates Program Coordinator to convert to82-261, Intermediate Italian I) and82-018, AP 5 Italian (complete Italian placement test and consult the Department of ModernLanguages Undergraduate Program Coordinator to convert to 82-262, Intermediate ItalianII)82-019, AP 4 Japanese (complete the Japanese placement test and consult with the rdinatorfor credit to change to: 82-172, Elementary JapaneseII)12 & 1282-019, AP 4 Japanese (complete the Japanese placement test and consult with the Department ofModern Languages Undergraduate Program Coordinator for credit to change to: 82-172, ElementaryJapanese II) and 82-020, AP 5 Japanese (complete the Japanese placement test and consult withDepartment of Modern Languages Undergraduate Program Coordinator for credit to change to: 82-271,Intermediate Japanese I)66-019, AP 4 Latin9125LatinMusic TheoryPhysics C – Electricityand MagnetismPhysics C – MechanicsPsychologySocial & CulturalAnthropologySpanish Language454 or 5566-019, AP 4 Latin and 66-020, AP 5 Latin57-012, AP Music Theory33-142, Physics II for Engineering Students9&991254 or 54 or 533-141, Physics I for Engineering Students85-011, AP Psychology79-016, AP Anthropology129982-021, AP 4 Spanish (complete the Spanish placement test and consult with the Department r credit to change to: 82-241, Intermediate SpanishI)945Spanish Literature &Culture49&982-021, AP 4 Spanish (complete the Spanish placement test and consult with the Department ofModern Languages Undergraduate Program Coordinator for credit to change to: 82-241,Intermediate Spanish I) and 82-022, AP 5 Spanish (complete the Spanish placement test andconsult with the Department of Modern Languages Undergraduate Program Coordinatorfor credit to change to: 82-242, Intermediate Spanish II)82-023, AP 4 Spanish (complete the Spanish placement test and consult with the Department ofModern Languages Program Coordinator for credit to change to: 82-241, Intermediate SpanishI)599&982-023, AP 4 Spanish (complete the Spanish placement test and consult with the Department ofModern Languages Program Coordinator for credit to change to: 82-241, Intermediate SpanishI) and 82-024, AP 5 Spanish (complete the Spanish placement test and consult with theDepartment of Modern Language Program Coordinator for credit to change to: 82-242,Intermediate Spanish II)Spanish Language andSpanish Literature &Culture5&582-022, AP 5 Spanish Language (complete the Spanish placement test and consult with the9&9&9Department of Modern Languages Undergraduate Program Coordinator for credit tochange to: 82-241, Intermediate Spanish I) 82-024 AP 5 Spanish Literature & Culture(complete the Spanish placement test and consultthe Department of ModernLanguages Undergraduate Program Coordinator for credit to change to: 82- 242,Updated 6/17/2019Page 2

Intermediate Spanish II) and 82 - 341, Advanced SpanishStatisticsStudio Art: 2-D DesignStudio Art: 3-D DesignStudio Art: DrawingUnited States HistoryWorld History4 or 54 or 54 or 555536-200, Reasoning with Data51-011, AP Studio Art: 2-D51-012, AP Studio Art: 3-D60-012, AP Studio Art: Drawing79-012, AP United States History79-015, AP World History999999*Exams and scores not listed do not receive credit.Questions about Carnegie Mellon University’s Advanced Placement Credit Policy may be directed to theUniversity Registrar’s Office at d 6/17/2019Page 3

Computer Science MajorProgram Requirements (360 Units)CS Electives6 ClassesTake one course from each of thefollowing areas:Mathematics &ProbabilityLogics & Languages ElectiveSoftware Systems ElectiveArtificial Intelligence ElectiveDomains ElectiveDifferential & Integral CalculusAnd two additional SCS Electives5 ClassesCommunications2 ClassInterpretation & ArgumentAnd one of the following:Writing for the ProfessionsResearch & Innovation in CSEthics & Policy Issues in ComputingIntegration and ApproximationMathematical Foundations for CSCORE CLASSESMatrix & Linear Algebra Course6 Classes & 1 Seminar*Probability CourseFirst Year Immigration Course*Principles of Imperative ComputationPrinciples of Functional ProgrammingParallel & Sequential Data Structures & AlgorithmsEngineering &Humanities & ArtsIntroduction to Computer Systems6 ClassesNatural SciencesGreat Ideas in Theoretical CS4 ClassesThese must be completed withinDietrich College, CFA, and/or TepThis includes courses in Biology,Algorithm Design & AnalysisChemistry, Engineering, and Physics.Students must take three classroom coursesplus a laboratory course. At least two must befrom the same department.per. They must include one course fromeach of the following areas:Minor orConcentrationCognition & ChoiceSocial, Political, & Economic Institutions 6 Classes- Required*- All subjects available: science,engineering, arts, humanities, & business- Minors and concentrations aredepartment-defined*** Concentrations from SCS can satisfy theminor requirement** Interdisciplinary IDEATEprogram minors availableCultural AnalysisAnd three additional courses

B.S. in Computer Science: Sample Course ScheduleNote: For Students With AP Computer Science or College Credit in Introductory ProgrammingFirst Year: FallFirst Year: SpringCourse #Course #Units Course rinciples of Imperative ComputationFreshman Immigration CourseMathematical Foundations forComputer ScienceDifferential and Integral CalculusInterpretation and ArgumentComputing Skills Workshop15-15015-25121-122xx-xxxxx-xxxUnits Course Name10121099Principles of Functional ProgrammingGreat Ideas in Theoretical CSIntegration and ApproximationScience/Engineering CourseHumanities and Arts ElectiveSophomore Year: FallSophomore Year: SpringCourse #Course #15-21321-241xx-xxxxx-xxxxx-xxxUnits Course Name1210999Introduction to Computer SystemsMatrices and Linear TransformationsScience/Engineering CourseHumanities and Arts ElectiveMinor Requirement/Free ElectiveUnits Course Name15-21012xx-xxxxx-xxxxx-xxxxx-xxx9999Parallel and Sequential Data Structuresand AlgorithmsComputer Science: Domains ElectiveScience/Engineering CourseHumanities and Arts ElectiveMinor Requirement/Free ElectiveJunior Year: FallJunior Year: SpringCourse #Course #Units Course Name15-451xx-xxx129xx-xxxxx-xxxxx-xxx999Algorithm Design and AnalysisComputer Science: Logics/LanguagesElectiveTechnical Communications CourseProbability CourseMinor Requirement/Free Elective15-xxxxx-xxxxx-xxxxx-xxxxx-xxxUnits Course Name129999Computer Science: Systems ElectiveComputer Science: AI ElectiveHumanities and Arts ElectiveScience/Engineering CourseMinor Requirement/Free ElectiveSenior Year: FallSenior Year: SpringCourse #Course #xx-xxxxx-xxxxx-xxxxx-xxxUnits Course Name9999School of Computer Science ElectiveHumanities and Arts ElectiveMinor Requirement/Free ElectiveMinor Requirement/Free Electivexx-xxxxx-xxxxx-xxxxx-xxxUnits Course Name9999School of Computer Science ElectiveHumanities and Arts ElectiveMinor Requirement/Free ElectiveMinor Requirement/Free Elective

Artificial Intelligence MajorProgram Requirements (360 Units)Questions? Email us at bsai@cs.cmu.edu

B.S. in Artificial Intelligence: Sample Course Schedule#FALLUnits Name15-12221-12010.0Principles of Imperative Computation10.0Differential and Integral Calculus15-15110.0Math Foundation of CS76-1019.0Interpretation & Argument07-1281.0Freshman Immigration99-10X3.0Computing#1Units Name10.0AI: Representation & Problem Solving21-12010.0Parallel & Seq. Data Structures15-15110.0Math Foundation of CS36-218 OR15-3599.012.0Probability Theory & Computer Science ORProbability and Computing--------1.0Science/Engineering Elective--------3.0Ethics Elective2FALL9.012.0Computer Vision ORNatural Language Processing--------9.0AI Elective36-4019.0Modern Regression--------9.0Humanities and Arts Elective--------9.0Free Elective3FALLUnits Name--------9.0SCS Elective--------9.0AI Elective--------9.0Science/Engineering Elective--------9.0Humanities and Arts Elective--------9.0Free ElectiveGreat Theoretical Ideas inComputer Science21-12210.0Integration and Approximation21-24110.0 Matrices and Linear Transformations15-15010.0Principles of FunctionalProgramming07-1802.0Concepts in AI (mini)4UnitsNameIntro to Machine Learning15-21312.0Intro to Computer Systems--------9.0Humanities and Arts Elective--------9.0Science/Engineering Elective--------9.0Free ElectiveSPRINGUnitsName--------9.0AI Elective--------9.0AI Elective--------9.0Science/Engineering Elective--------9.0Humanities and Arts Elective--------9.0Free 5110-401Units Name16-385 ----9.0SCS Elective--------9.0Humanities and Arts Elective--------9.0Humanities and Arts Elective--------9.0Free Elective

Course of Study Requirements for Artificial Intelligence MajorsMath and Statistics Core:Artificial Intelligence Core:-- Concepts in Artificial Intelligence (Mini)- Introduction to AI Representation and Problem Solving- Introduction to Machine LearningTake one of the following courses:- Introduction to Natural Language Processing- Introduction to Computer VisionMath Foundations of Computer Science**Differential and Integral CalculusIntegration and ApproximationMatrices and Linear TransformationsProbability Theory for Computer ScientistsModern RegressionComputer Science Core:-Freshman Immigration CoursePrinciples of Imperative ComputationPrinciples of Functional ProgrammingParallel and Sequential Data Structures and AlgorithmsIntroduction to Computer SystemsGreat Theoretical Ideas in Computer ScienceEthics Elective (1 course from the following):- Freshman Seminar: Artificial Intelligence and Humanity- Ethics and Policy Issues in Computing- AI, Society and HumanityBSAI students take 7 courses in theHumanities and Arts.* (1 course must be incognitive science or cognitive psychology):Examples include:- Cognitive Psychology- Human Information Processing and Artificial Intelligence- Perception- Human Memory- Visual Cognition- Cognitive Modeling- Language and Thought- Learning in Humans and Machines- AI Cluster Electives (4 Courses)Take one course from each of thefollowing areas:Decision Making and Robotics Cluster- Neural Computation- Truth, Justice and Algorithms- Cognitive Robotics- Strategic Reasoning for AI (new)- Planning Techniques for Robotics- Mobile Robot Programming Laboratory- Robot Kinematics and Dynamics- Planning, Execution and LearningMachine Learning Cluster- Deep Reinforcement Learning and Control- Machine Learning for Text Mining- Introduction to Deep Learning- Advanced Data AnalysisPerception and Language Cluster- Search Engines- Speech Processing- Computational Perception- Computational Photography- Vision SensorsHuman-AI Interaction Cluster- Designing Human-Centered Systems- Human-Robot Interaction- Learning From People (new)- Design Studio on Intelligent Products andservices (new)Science and Engineering*:Students take four courses in Science and Engineering.* General education requirement for SCS Students** If not available, Concepts of Mathematics canbe substituted.

ComputationalBiologyDepartmentComputational Biology MajorProgram Requirements (360 Units)Computer Science Core68 UnitsFreshman ImmigrationImperative ComputationGreat Theoretical Ideas in CSAlgorithms & Data StructuresIntro. to Machine LearningAdvanced Electives (x 2)Math/Stats Core48 UnitsDifferential & Integral Calc.Differential EquationsMath Foundations for CSProbability and StatisticsMatrix AlgebraBiological Core48 UnitsModern BiologyBiochemistry IQuantitative GeneticsCell BiologyAdvanced ElectiveComputational Biology Core69 UnitsGreat Ideas in Comp. Bio.Quantitative Cell LaboratoryComputational GenomicsBiological Modeling & SimulationComputational Biology SeminarAdvanced electives (x 2)General Science Core22 UnitsIntro to Modern ChemistryPhysics I for Science StudentsGeneral Education63 UnitsFree Electives42 unitsInterpretation and Argument6 Humanities & Arts CoursesSuggested:3-D CalculusMatrix AlgebraIntro to Computer SystemsQuestions? Email us at http://cbd.cmu.edu

DepartmentComputational Biology MajorSample Course ScheduleYear 1Year 2Differential & Integral CalculusImperative ComputationMathematical Foundations for CSInterpretation & ArgumentSCS Immigration CourseGreat Practical Ideas in CSQuantitative Cell LabQuantitative Genetic AnalysisPhysics I for Science StudentsAlgorithms & Data StructuresHumanities & Arts ElectiveGreat Ideas in Computational BiologyModern BiologyIntegration & ApproximationIntro to Modern Chemistry IHumanities & Arts ElectiveComputational Biology ElectiveGreat Theoretical Ideas in CSBiochemistry IMatrices and Linear TransformationsYear 3Year 4Methods for Biological ModelingCell BiologyProbability and StatisticsComputer Science ElectiveHumanities & Arts ElectiveComputational Biology ElectiveComputer Science ElectiveHumanities & Arts ElectiveFree ElectiveComputational GenomicsComputational Biology SeminarIntro to Machine LearningBiology ElectiveHumanities & Arts ElectiveHumanities & Arts ElectiveFree ElectiveFree ElectiveFree ElectiveQuestions? Email us at bscb@compbio.cmu.eduhttp://cbd.cmu.edu

CS Degree Statistics2019Additional MajorsMinorsAnimation & Special EffectsArtBiomedical EngineeringBusiness AdministrationComputational FinanceComputer Security & PrivacyCreative WritingCybersecurity & Int’l ConflictDiscrete Math & LogicEconomicsEngineering StudiesEthicsFrench/Francophone StudiesGame DesignGermanHuman-Computer InteractionJapaneseLanguage TechnologiesLearning MediaLinguisticsLogic & ComputationMachine LearningMathematical SciencesMedia DesignMusicNeural ComputationPhysicsRoboticsSocial & Political HistorySoftware EngineeringSonic ArtsSound 124Business AdministrationCognitive ScienceComputational & Applied MathDiscrete Math & LogicHuman-Computer InteractionLanguage TechnologiesMathematical SciencesPhilosophyPhysicsRoboticsStatistics & Machine LearningDual Degrees12151141131Cognitive ScienceComputational FinanceElectrical & Computer ionsAvailable nowAvailable soonAlgorithms & ComplexityComputational BiologyComputer SystemsSecurity & PrivacySoftware EngineeringHuman-ComputerInteractionMachine LearningProgramming LanguagesRoboticsNote: Some students complete more than one minor and/or additional major.Number of students earning University Honors(cumulative grade point average of at least 3.5)106Number of students earning College Honors(completion of a senior honors research thesis)17Average grade point average of the graduating class3.52

Student ContactList 2019-2020*Emails should beaddressed to@andrew.cmu.eduNameClass Email*CS InterestMinor/Double HometownMajorGamesIoT and MobileSystemsProduct e ning,LanguageTechnologiesMathVidhart BhatiaAkshat Prakash20202020vnbhatiaakshatpRie OhtaZe Xuan Ong20202020rohtazexuanoYinglan Chen2020yinglancSoftwareEthan Xu2020yizhouxSoftware, DataScience, MLJoshua Kalapos2020jkalaposJosh Zhanson2020jzhansonGrace Yu2020gyyuDistributed Systems,Low-LevelParallel/ConcurrentComputing andRoboticsDeep ReinforcementLearningPL and SystemsRyan Jannak-Huang2020rjannakhMachine Learning, AIMiranda Lin2021miranda1Software EngineeringSandhya Bala2021sbalaLisa Lo2021llo1Statistics andMachine LearningGame DesignGayatri Shandar2021gshandarLanguageTechnologies,Machine Learning,IoTChristina Chou2021cchou1Tina Wu2021huachenwMachine Learning,Computer MusicArtificial IntelligenceNavya Kalale2021nkalaleJustin Kerr2021jgkerrSayan Chaundry2021sayancChloe Yan2021cyingyunTheoretical CS,Algorthims, ArtificialIntelligence, NLPVision Robotics andAI for PerceptionProduct Developmentand Design, HCI,BackendDevelopment, AIMachine LearningMath rningVideo GameDesignSocial andPolitical ticsMumbai, IndiaGhaziabad,IndiaSan rgh,PAIssaquah,WashingtonOak Hill,VirginiaPalatine,IllinoisPalo Alto,CaliforniaSingaporeSouthBrunswick,New JerseyBellevue, WASeattle,WashingtionLivingston,New JerseyFairfax, VAHuman ComputerInteractionGreensboro,NCNew Delhi,IndiaStatisticsSingapore

Urvi Agrawal2021urviaMachine LearningJoshua CluneOlivia Cwik20212021jcluneocwikAngela Yang2021agyangAlan Lee2021soohyun3SoftwareDevelopmentParmita Bawankule2021pbawankuLauren Zhang2021laurenzKalpa Anjur2021kanjurEmma Liu2021emmaliuTianhong Yu2021tianhonyAI, Algorithms, andData ScienceEntertainmentTechnology,Graphics, HCI, UX/UISoftware Engineering,Low-Level SystemsComputer Systemsand GraphicsComputationalFabrication, GraphicsKusha Maharshi2021kmaharshAndrea Estrada2021arestradComputer Vision,Natural LanguageProcessing, Math,TeachingSWE in IndustrySamantha Ramnsey2021sramseyComputer SystemsAmy Lee2021alee3SoftwareDevelopment, DesignPeter Wu2021peterw1ML, NaturalLanguage ProcessingNeha Sridhar2021nksridhaCybersecurity, AIRebecca Rovins2021rrovinsAISam Yong2021myongSoftware, Security,GraphicsAmanda Steiner2021asteinerAnanya Rao2021ananyaraSoftwareDevelopment andSystems, CodingRoboticsSoftwareDevelopment, AppliedRobotics, Researchand DevelopmentJennifer HuangMaryia Oreshko20212021jjhuang1moreshkoAkhil Nadigatla2022anadigetJiayi Zhang2022jiayizhaAI, ML, AlgorithmDesignArtificial IntelligenceSystems and TheoryAI in relation toAgricultureHCI, ComputationalBiologyComputationalFinance eTechnologiesVideo GameDesign and FilmStudiesMachineLearningIdeate MediaDesign or IdeateAnimationIdeate VideoGame PhotographyMathematicsDalian, ationalFinance, Design,AIMathLos Altos, CASecurity andPrivacyHispanic curityConcentration,Photography,Discrete Mathand LogicRobotics of ArtFair Lawn, NJLA, CASan Jose, CASan Diego,CAChicago, ILChicagoJaipur, IndiaPalo AltoNew York, NYCupertino, CASt. Louis, MOand PaducahKYRoboticsBangalore,IndiaMinorDiscrete Mathand LogicAISan Jose, CACherry Hill,NJNairobi,KenyaShanghai,ChinaJapaneseLanguage andStudies

Student ContactList 2019-2020Kalvin Change2022kalvincHCINathan Kuo2023nkuoDistributedComputingHCI, PoliticalScienceMachineLearningHaciendaHeights, CATaipei,Taiwan

STUDENT EVENTS ANDORGANIZATIONSassociation for computing machinery at carnegie mellon universityCarnegie Mellon HyperloopCMU Computer Club

velopaprogram rtu

Government & Politics: Comparative 4 or 5 84-011, AP Government & Politics: Comparative 9 Government & Politics: US 4 or 5 84-012, AP Government & Politics: US 9 Human Geography 4 or 5 66-011, AP Human Geography 9 Italian Language & Culture 4 5 82-017, AP 4 Italian (complete the Italian placement test and consult with the Department of