University of Wollongong
UOW
- University
- University of Wollongong
Courses (951)
- Introductory Principles Of FinanceFIN 111
- Economic Essentials for BusinessECON100
- Law Of Contract ALLB 120
- Accounting Fundamentals In SocietyACCY111
- Marketing PrinciplesMARK101
- Criminal Law And Process ALLB 130
- Statistics for BusinessCOMM121
- Principles of Responsible CommerceCOMM101
- Introduction To ManagementMGMT110
- Foundations Of Law ALLB 100
- SurveyingCIVL272
- EvidenceLLB 301
- Mechanics Of SolidsENGG251
- Advanced Engineering Mathematics And StatisticsMATH283
- Law Of Contract BLLB 170
- Criminal Law And Process BLLB 180
- Law of Contract BLLB1170
- Business CommunicationsMGMT102 Introduction to ManagementMGN100A History Of Modern ChinaHIST252Aboriginal People and the Legal SystemLLB3344Aboriginal Ways Of Knowing And LearningEDAW401About Young PeopleEDPH101Accounting and Financial ManagementACCY801Accounting For Decision MakingACCY 121Accounting For ManagersTBS 901Accounting Foundations For ProfessionalsACCY901Accounting Fundamentals In SocietyACCY111Accounting In OrganisationsACCY112Accounting RegulationACCY974Administrative LawLLB230Administrative LawLLB2230Adolescent Health 1EDGP901Advanced Analytical ChemistryCHEM914Advanced Chinese For Character Background Speakers (Cbs) 3AMAND361Advanced Chinese For Characters Background Speakers (Cbs) 3BMAND362Advanced Chinese For Non-Background Students (Ncb) 3BMAND352Advanced Coastal Environments: Processes And ManagementEESC902Advanced Computer ApplicationsCIVL980Advanced Corporate FinanceFIN 322Advanced Criminal EvidenceLWPD902Advanced Documentary JournalismJOUR336Advanced EconometricsECON327Advanced Engineering Mathematics And StatisticsMATH283Advanced Exercise PhysiologySHS 321Advanced Exercise PhysiologyMEDI322Advanced Family LawLLB 363Advanced Financial PlanningFIN 329Advanced Geospatial AnalysisEESC207Advanced Investigative TechniquesACCY954Advanced Japanese IJAPA361Advanced LaboratoryECTE955Advanced Legal SkillsLLB2225Advanced Managerial FinanceFIN 926Advanced Manufacturing ProcessesMECH934Advanced Materials And ProcessingMATE411Advanced MathematicsMATH110Advanced Microeconomic TheoryECON997Advanced Modern PhysicsPHYS205Advanced Organic Synthesis and ReactivityCHEM993Advanced ProgrammingCSCI251Advanced Sediments And FuelsEESC922Advanced Soil MechanicsCIVL908Advanced Spanish ISPAN351Advanced Topics In CognitionPSYC345Advanced Topics In Cognitionpsyc 327Advanced Topics In Mechanical Engineering 1MECH919Advanced Topics In Pure Mathematics BMATH974Advanced Workplace Injury Management For Exercise PhysiologistsEXSC422Advancements In Dementia CareGHMB958Advertising Practice And Creative StrategiesMARK250Advocacy SkillsLLB 140Air And Noise Pollution Control EngineeringENVE221Air And Noise Pollution ManagementENVE926Algorithms And Data StructuresMCS9203Algorithms and Data StructuresCSCI203Algorithms and Problem SolvingCSCI103An Introduction To Literature And FilmENGL120An Unequal WorldPOL 323Analytical and Environmental ChemistryCHEM214Anatomy & PhyisologyMEDI111Anatomy and PhysiologySNUG103Anatomy and Physiology 2MEDI 112Ancient History: GreeceHIST216Ancient History: RomeHIST262Ancient TextsHist386Animal LawLLB366Anti-discrimination lawLLB 335Applied Financial AccountingACCY902Applied Financial ModellingECON339Applied Finite Element Analysis for Civil EngineersCIVL491Applied Geotechnical EngineeringCIVL463Applied Management AccountingACCY918Applied Mathematical Modelling 1MATH111Applied ProgrammingCSCI124Applied Psychological Assessment And Evaluation A & BPSYP908Applied Psychological Interventions A & BPSYP907Applied PsychologyPSYC358Applied Topics In MechatronicsMECH470Archaeology in Action: Understanding the Archaeological RecordARCH301Argument, Evidence And KnowledgePHIL151Art And Science Of Nursing ANMIH103Art And Science Of Nursing BNMIH104Artificial Intelligence _ Blockchain in SCMSCM3103Arts InternshipARTS301Arts JournalismJOUR233Asian Business LawLLB 399Assessment And Diagnosis In Mental HealthGHMB934Assessment And InterventionPSYC347Assessment and interventionpsyc324Astronomy - Concepts Of The UniversePHYS295Auditing and AssuranceACC568Auditing And Assurance ServicesACCY342Australian Aboriginal ArtsCAVA123Australian Content, Global ContextBCM331Australian politicsArts221Australian Studies: Cultures And IdentitiesAUST101Australians And The Great WarHIST203Bachelor of Bionanotechnology457Bachelor of business325Bachelor of Commerce/Bachelor of Laws751202Bachelor of Communication and Media Studies HonoursBCM 470Bachelor of Computer ScienceCSIT111Bachelor of Exercise Science1868Bachelor of Science Education 887banking lawllb3321Banking Theory And PracticeFIN 925Becoming a Social Scientist: Interdisciplinary CompetenciesHAS 220Beginners' JapaneseJAPA141Big Data ManagementISIT312Big Data Mining TechniquesCSCI316Biochemistrybiol214Biodiversity of Marine and Freshwater OrganismsBIOL240Biodiversity of Terrestrial OrganismsBIOL241BioethicsPHIL380Biogeography And Environmental ChangeEESC203Bioinformatics and Biological ChemistryCHEM992Biological Psychology And LearningPSYC234BiotechnologyBIOL980Biotechnology: Applied Cell and Molecular BiologyBIOL303Business AnalyticsTBS 910Business CommunicationsMGMT102Business information systemsops113Business Intelligence And Knowledge ManagementISIT417Business InternshipBUS300Business Oriented Information SystemsCOMM113Business Process ManagementISIT 322Business Process ManagementISIT332Business Studies MethodEDGD827Business To Business MarketingMARK317Cardiorespiratory PhysiologySHS 313Cardiorespiratory StudiesMEDI323Career Ready Learning & PracticeCRLP200Challenges Of AgeingNMIH306Changing Perceptions of NatureSTS112ChemistryCHEM000Chemistrychem102Chemistry 1B: Structure and Reactivity of Molecules for LifeCHEM102Chemistry IA: Introductory Physical and General ChemistryCHEM101Child And Adult Assessment And PsychopathologyGHMC951Child DevelopmentPSYC361Childhood Sociology: Children In The Family, Community And SocietyEYFE102Children and the LawLLB3325Children'S Literature In The Later Primary YearsEDEL401Chinese (Mandarin) For Beginners 1AMAND151Chinese (Mandarin) For Beginners 1BMAND152Chinese Trade LawLLB360Chronic Disease Prevention and ControlHAS115Circuits and SystemsECTE202Civil 201201Civil Engineering DesignCIVL444Climate ChangeSCIE103Climate Change Policy, Possible FuturesSTS302Clinical BiomechanicsSHS 223Clinical Exercise PhysiologyEXSC420Coastal Environments: Process And ManagementEESC302Coastal, River and Groundwater EngineeringENVE930Cognition And PerceptionPSYC236com sciencecsit128Commerce InternshipCOMM390Commerce Research ProposalCOMM980Communication Across CulturesELL 210Communication SkillsLLB 150Communication SystemsECTE363Community And Public Health NutritionSHS 353Community DevelopmentHAS390Community servicempu3442Comparative Indigenous Health IssuesNMIH243Complex Peace OperationsPOL306Compliance, Assurance And GovernanceACCY959Computational IntelligenceCSCI464Computer Controlled SystemsECTE442Computer Modelling in Civil EngineeringCIVL201Computer VisionCSCI435Computing and Cyber Security FundamentalsCSIT123Concrete TechnologyCIVL903Conflict, Peace and SecurityINTS207Conservation BiologyBIOL361Constitutional LawLLB 280Constitutional LawLLB2280ConstructionCIVL394Construction ManagementENGG 458Construction MaterialsCIVL245Consumer BehaviourMARK217Consumer Protection & Product Liability LawLLB3323Consumer Protection and Product Liability LawLLB 323Contemporary Australian Theatre and its ContextCAPF232Contemporary Creative PracticeCACS101Contemporary EthicsPHIL313Contemporary Issues In Criminal JusticeLLB 339Contemporary Public Health IssuesHas230Contemporary Theatre and TextCAPF231Contemporary Topics in SecurityCSCI301Continuous Quality ImprovementMGMT350Contract Law392Control Mechanism PhysiologyMEDI211Control Mechanisms PhysiologySHS 211Control TheoryECTE344Corporate FinanceFIN 222Corporate Network ManagementISIT302Corporate Network Planning & DesignISIT212Corportae Identity & BrandingMARK322Creating & Marketing New ProductsMARK356Creating Positive Learning EnvironmentsEDCM302Criminal law ALLB1130Criminal Law and Procedure BLLB1180Criminal Law And Process ALLB 130Criminal Law And Process BLLB 180Critical Race StudiesCST 370Critical Thinking and CommunicationPSYC120Cross Cultural ManagementMGMT978CryptographyCSCI361CS Problem SolvingCSIT113CS Research MethodologyCSCI441Cultural KnowledgesCACS103Cultural Legal StudiesLLB3361Cultural Studies HonoursCST 470Culture and SocietyCST 120Culture of Everyday LifeCST 120Cultures in ContextCST130Current Issues In Medical & Health SciencesMHSA100Cyber SecurityCSIT302Data CommunicationsECTE364Data management & SecurityCSIT115data management systemCSIT882Data Mining and Knowledge DiscoveryINFO411Database SystemCSCI235Design & AnalysisPSYC326Design And AnalysisPSYC354Design PracticeDESN290Developing Nursing Practice 2NMIH207Developmental And Social PsychologyPSYC241Dietetics 1DIET450Dietetics 2DIET451Differential EquationMATH202Digging Down Under: Archaeology of AustralasiaARCH302Digital AsiaBCM322Digital DissentDIGC210Digital HardwareECTE233Digital MarketingMARK301Digital PhilosophyPHIL324Digital Signal ProcessingECTE301Discrete MathematicsMATH121discrete mathematics and difference equationsMath123Dispute Management SkillsLLB 260Drafting SkillsLLB 250Dung, Death And Decay: Modern Scientific Methods In ArchaeologyEESC309Early Years Curriculum StudiesEDGY902Earth Environments And ResourcesEESC102Ecological and Evolutionary PhysiologyBIOL332Economic Analysis Of BusinessTBS 905Economic Essentials for BusinessECON100Economic PolicyECON305economic principleseco10004Economic: foundation and modelsECON100Economics and Finance Applied Research ProjectCOMM330Economics and SocietyECON102Economics for ProfessionalsECON910Economics of Health and Health CareECON317Economics of Health and Health Care - AECON318EcophysiologyBIOL362Education and SocietyEDSO101Education Foundations 1: Learning And DevelopmentEDFE101Educational Foundations: Sociology and Cultural Studies of EducationEDFE401Educational ResearchEDER301Educational SociologyEDGD802Effective Written Communication (Nesb)ELL 152Elder LawLLB3367Electrical SystemsENGG104ElectromagnetismPHYS325Electromagnetism And OptoelectronicsPHYS225ElectronicsECTE212Empires Colliding: Britain and USAhist359Empires of the East: China, Russia and the Challenge to the WestHIST289Empires, Nations And GlobalisationHIST373Employee Relations ManagementMGMT207Employment LawLLB 330Engaging Koori Kids And Their FamiliesEYEK402Engaging With Technology In Early Childhood EducationEYIT101Engineering Asset ManagementMECH489Engineering Computing and AnalysisENGG100Engineering Design And InnovationENGG154Engineering Design and Management 2ECTE250Engineering Design and Management 3ECTE350Engineering Design for SustainabilityENGG105Engineering ElectromagneticsECTE213Engineering Fluid MechanicsENGG252Engineering FundamentalsENGG291Engineering HydrologyCIVL912Engineering LogisticsENGG939Engineering Logistics And Operations ManagementENGG439Engineering MaterialsENGG153Engineering MechanicsENGG152Engineering Programming 1CSCI191Engineering Project ManagementENGG951Engineering StatisticsSTAT291English AdvancedENGADVEnglish And EmpireENGL265English as a Second LanguageESL101English HonoursENGL470English KlaEDGD810English Language: Learners ProblemsEDGT917English MethodEDGD824Enterprise Risk ManagementFIN959Environment In CrisisSTS 216Environmental and Natural Resource EconomicsECON309Environmental ChemistryCHEM327Environmental EngineeringENVE385Environmental Impact Of SocietiesEESC208Environmental lawLLB334Environmental ScienceENVI391Equity and TrustsLLB2270Ergonomics EssentialsSHS 979Essentials Of Engineering MathematicsMATH142ethical decisions of a businessbus101Ethical HackingCSCI369EthicsPHIL206Ethics and Legal Responsibility-Ethics and ResponsibilityLLB1197Ethics And The EnvironmentPHIL256Europe In World HistoryHIST310European PhilosophyPHIL210EvidenceLLB 301Evolution and BehaviourBIOL252Evolution, Biodiversity and EnvironmentBIOL104Exercise PhysiologySHS 221Exercise PhysiologyMEDI221Exercise PrescriptionEXSC320Exercise Sciencemedi220Exercise Science- Professional PracticeEXSC200Experimental Methods And ComputingMATE381Family Centred NursingNMIH203Family LawLLB3303Feminisms: Love, Rage and ActivismCST 361Film And FictionENGL131Film And HistoryHIST291FinanceFINANC111Financial AccountingACCY904Financial Accounting IiaACCY200Financial Accounting IibACCY201Financial Accounting IiiACCY305Financial EconomicsECON331Financial ManagementTBS 801Financial Management For Engineered AssetsENGG956Financial Management For EngineersENGG433Financial Markets & InstitutionsFIN 226Financial ModellingECON240Financial Statement AnalysisFIN 324Financial Statement Analysis For BusinessFIN 924Financial StrategyTBS 907Finite Element Methods In EngineeringMECH419Finite Element Techniques In Mechanical EngineeringMECH928Fluvial Geomorphology And SedimentologyEESC303Food and SocietyHAS160Food and Society - The What and Why of FoodHAS 160Food ChemistryCHEM215Food Service and Dietetics ManagementDIET456Forensic PsychologyPSYC355Forensic PsychologyPSYC357Foundation Chemistry: Properties of MatterCHEM104Foundation Chemistry: Reactions and StructuresCHEM105Foundations in Electrical Energy UtilisationECTE324Foundations Of BiomechanicsSHS 222Foundations Of EngineeringENGG101Foundations Of Engineering MathematicsMATH141Foundations of LawLLB1100Foundations Of Law ALLB 100Foundations Of Law BLLB 160Foundations Of Psychology APSYC121Foundations Of Psychology BPSYC122Foundations of Teaching and LearningEDPS200French For Beginners/Near Beginners 1AFREN151French For Beginners/Near Beginners 1BFREN152French Iia LanguageFREN251French Iib LanguageFREN252Functional Biology of Animals and PlantsBIOL105Fundamental Concepts in Food & NutritionMEDI150Fundamental Concepts In Food And NutritionSHS 150Fundamental Programming with PythonCSIT110Fundamentals For Hdr WritingRESH900Fundamentals Of BiostatisticsSTAT251Fundamentals of Construction ManagementCIVL458Fundamentals of Electrical EngineeringECTE290Fundamentals of EngineeringENGG102Fundamentals of human development and behaviourpsys150Fundamentals Of Machine Component DesignMECH215Fundamentals Of ManagementMGMT901Fundamentals Of NeuroscienceSHS 311Fundamentals Of Physics APHYS141Fundamentals Of Physics BPHYS142Fundamentals of ProgrammingISIT111Fundamentals Of Science CommunicationSCIE911Gender, Work and the FamilyECON208Genders and SexualitiesSOC227General EducationGED020General Mathematics 1AMATH151Generative Performance Skills 2CAPF303Geographic Information ScienceEESC304Geography MethodEDGD826Geology For Engineers IEESC252GeomechanicsCIVL361Global Aid and Development: Challenges and ProspectsINTS204Global Health Perspectives on Infectious DiseasesHAS135Global InequalityPOL 326Global Media And Social JusticeBCM 232Global Media and Social JusticeBCM222Global Political EconomyPOL309Global Political EconomyPOL 309Global Politics And PowerINTS121Global Workplace PracticeGWP 100globlisation and transformationsoc329Good bad and evilPsyc 218Government, Power And Political SystemsPOL 150Hands-On HistoryHIST274Hands-On HistoryHIST 281Happiness: Investigating its causes and conditionsCST 228Health communicationHAS140Health LawLLB 305Health PromotionSHS 231Health Promotion: Principles and PracticeHSBH3022Healthy ageingMEDI151Heat Transfer And AerodynamicsMECH343Highway MaterialsCIVL904HistologySHS 210HistoryHIST112History And Metatheory Of PsychologyPSYC348History and Philosophy of PsychologyPSYC325history and philosophy of psychologypsyc 325History of Architectural DesignAENG200 (S120)History of Economic ThoughtECON316Hollywood and Beyond: Screen Genres in Global ContextBCM333How Science Works: Theories, Methods And Practices In The SciencesSTS 209HSC year 12 CHEMISTRYHSCCHEM12Human BiomechanicsMEDI222Human Computer InteractionCSCI224Human Computer InteractionCSIT226Human Development in Social ContextHAS121Human Geography: Life in a Globalising WorldGEOG121 (S119)Human Geography: Sustainability, Cities And CulturesEESC104Human Growth Nutrition And ExerciseSHS 110Human Growth Nutrition and ExerciseMEDI110Human NeuromechanicsMEDI258Human Resources DevelopmentMGMT908Human Rights LawLLB 354Human Security, Global Capitalism And The EnvironmentINTS310Human Structure and FunctionMEDI100Hydraulics and HydrologyCIVL322Inclusion Of Children With Additional Needs In Early Years EducationEYED401Inclusive education in schoolsEMDT905indigenous educationedmt906Indigenous Peoples and the EnvironmentINDS205Indigenous Research MethodologiesINDS360Industry and Trade in East AsiaECON251Industry PlacementISIT200Infection and ImmunityBIOL321Information and Communication SecurityISIT 201Information SystemsISIT102Information Systems In AccountingACCY231Information Systems Strategic PlanningISIT401Information Technology and Citizen's RightsIACT201Innovation And DesignENGG950Inorganic Chemistry IICHEM211Integrated Environmental Engineering DesignENVE421Integrative Business CapstoneCOMM331Intellectual Property LawLLB 331Interacting SystemsCSCI212Intermediate Chinese For Non-Chinese Background Students (Ncb) 2AMAND251Intermediate Chinese For Non-Chinese Background Students (Ncb) 2BMAND252Intermediate Japanese IJAPA261Intermediate Japanese IIJAPA242International AccountingACCY905International And Comparative Human Resource ManagementMGMT341International BankingFIN 955International Business EnvironmentTBS 983International Business FinanceFIN351International Business lawLLB3319International Business ManagementMGMT389International Business StrategyTBS 920International EconomicsECON216International Financial ManagementFIN 241International Investment LawLLB 376International LawLLB343International MarketingMARK343International Media And CommunicationBCM 111International Perspectives In ScienceSCIE102International Trade Theory & PolicyECON216Internet ApplicationsCSCI399Internet Networking ProtocolsECTE992Interpreting Legal TextsLLB 346Interpreting the LawLLB 1160Intro to javaCSIT121Introduction to Anatomy and Physiology ISHS111Introduction To Anatomy And Physiology IiSHS 112Introduction to Art, Social Sciences and HumanitiesASSH 101Introduction to Arts and the HumanitiesLHA101Introduction to Arts and the HumanitiesASSH101Introduction To Behavioural SciencePSYC101Introduction To Biomedical PhysicsPHYS155Introduction to Business AnalyticsBALA201Introduction to Circuits and DevicesECTE170Introduction To Communication And Media StudiesBCM 110Introduction to Creative WritingCACW100Introduction to Crime and JusticeHAS131Introduction To Environmental PhysicsPHYS233Introduction To EpidemiologySHS 251Introduction to EpidemiologyHas251Introduction To Exercise PhysiologyEDUP234Introduction To Indigenous AustraliaINDS150Introduction To International StudiesINTS100Introduction to LawLAW 101Introduction To ManagementMGMT110Introduction To Management For Professionals AMGMT208Introduction To Materials Welding And JoiningENGG434Introduction to MathematicsMATH100Introduction To OceanographyMARE200Introduction To PathophysiologySHS 212Introduction to PathophysiologyMEDI212Introduction to PhilosophyPHIL107Introduction to Photography 1CAVA124Introduction to Photography 2CAVA125Introduction to PsychologyPSYC015Introduction to Social PolicyHAS202Introduction to Social WorkSOWK101Introduction To SociologySOC 103Introduction to StatisticsSTAT101Introduction To The F Sae Project - Design, Technology & ManagementENGG202Introduction to W3 TechnologiesCSCI110Introduction To Web TechnologyCSIT 128Introduction to WHSHAS210Introductory Business MathematicsMATH179Introductory Chemistry For EngineersCHEM103Introductory EconometricsECON221Introductory GeneticsBIOL215Introductory Geospatial AnalysisEESC105Introductory Indonesian 1BINDO152Introductory Marketing ResearchMARK205Introductory MicroeconomicsECON111Introductory Principles Of FinanceFIN 111Investment AnalysisFIN 223IT Project ManagementCSIT214Italian Ia LanguageITAL151Italian Ib LanguageITAL152Italian Iia LanguageITAL251Java Programming and ApplicationsCSCI213Job Analysis, Recruitment And SelectionMGMT969JurisprudenceLLB2290Just and Sustainable Cities?GEOG241Key Concepts and Thinkers in Political Theorypol201Knowledge and Information EngineeringISIT219Knowledge, Explanation And UnderstandingPHIL220Labour And MigrationMIST913Landscape Change And ClimatologyEESC103Language And LogicPHIL255Language as a Cultural ToolELL110Law For Environmental ManagersLAW 380Law of Business OrganisationsLLB 302Law of Business OrganisationsLAW302Law of Business OrganisationsLLB3302Law Of Contract ALLB 120Law Of Contract BLLB 170Law of Contract BLLB1170Law of Contracts ALLB1120Law of the SeaLLB3923Law of the SeaLOTS1Law Of TortsLLB 240Law of TortsLLB2240Law, Business And SocietyLAW 101Law, Justice and Professional PracticeLLB3399Lawyers And Australian SocietyLLB 197Leadership and managementBSBCUS501Legal And Professional IssuesGHMB923Legal Practice in Rural and Regional CommunitiesLLB3329Legal Problem SolvingLAW122Legal Research And WritingLLB 110Legal SkillsLLB 110Legal SkillsLLB1115Legal StudiesLAW12Legal Studies For ProfessionalsLAW 960Legal Studies for ProfessionalsLAW960Legal Studies MethodEDGD828Legal TheoryLLB 290Legislation in HealthSNUG102Life Story InterviewsHAS 121Life-Cycle And Risk ManagementENGG958Literature And Society In Renaissance EuropeLANG305living in a material worldGEOG122Living in a molecular worldCHEM200Living with AnimalsSOC235Locating AustraliaAUST102Logistics ManagementMGMT328Machine DynamicsMECH226machine learningcsci933Macroeconomic Essentials for BusinessECON101Macroeconomic Theory and PolicyECON205Making Books: From Gutenberg To GoogleENGL270Making HistoryHIST355Making MediaBCM114Management AccountingACCY913Management Accounting IiACCY211Management Accounting IiiACCY312Management And Electronic BusinessMGMT200management and electronic businessOPS200Management And Information SystemsACCY936Management Information SystemsISIT224Management Of ChangeMGMT311Management Of Occupational Health And SafetyMGMT963Managerial FinanceFIN 921Managing across cultureMGNT 210Managing Across CulturesMGMT301Managing and Leading Project TeamsOPS937Managing Engineering ProjectsENGG461Managing Human ResourcesMGMT206Managing Human ResourcesMGNT206Managing InnovationMGMT300Marine Resources LawLLB 358marketingBSBMKG515Marketing & Digital CommunicationMARK233Marketing CommunicationsMARK940Marketing Communications & AdvertisingMARK333Marketing effectivenessMARK310Marketing PrinciplesMARK101Marketing StrategyMARK344Master of Business1529Materials in DesignENGG103Mathematical EconomicsECON322Mathematics 1: Algebra And Differential CalculusMATH187Mathematics 2: Series And Integral CalculusMATH188Mathematics for BusinessECON222Mathematics For ComputingMATH255Mathematics FoundationsEDMM101MBAMeasurement of diet and health promotionMEDI231Mechanical Behaviour Of MaterialsMATE204Mechanical Engineering DesignMECH311Mechanical Workshop PracticeMECH203Mechanics Of SolidsENGG251Media and Cultural StudiesMACS222Media Arts WorkshopMEDA301Media Ethics and LawBCM113Media EthnographiesBCM241Media Reporting And Storytelling 1JRNL101Media, Art And CensorshipPHIL106Medical Imaging And Nuclear MedicinePHYS953Medicinal ChemistryCHEM330Medicine 1MEDI601Medicine 2MEDI602Medicine 3MEDI603Membrane Science And TechnologyENVE377Men And MasculinitiesSOC 350Mental Health Nursing 1NMIH208Mental Health Nursing 2NMIH302Methodology In Second Language TeachingEDGT930Methods in International Studies and PoliticsINTS206Microcontroller Architecture and ApplicationsECTE333Microeconomic Theory and PolicyECON215Mind, Body and WorldPHIL234Mineral ProcessingMINE324Mining GeomechanicsMINE323Mobile Application DevelopmentCSIT242Mobile ApplicationsCSCI342Mobile NetworksECTE967Model United NationsINTS200Models and Approaches to Understanding Behaviour and WellbeingEDMT909Modern History MethodEDGD825ModernismENGL264Molecular Cell BiologyBIOL320Molecular Structure, Reactivity and ChangeCHEM213Molecules, Cells and OrganismsBIOL103Motor Control And DysfunctionSHS 320Multidisciplinary Engineering DesignCMEA444Multimedia Signal ProcessingECTE401Musculoskeletal Functional AnatomySHS 220Music Skills 1CAMS101Narrative StudioCACW203Natural HazardsSCII211Nature and Nurture in Human DiseaseMEDI381Nature and Nurture in Human DiseaseMEDI382Network EngineeringECTE482Networks and CommunicationCSIT 127New Biosciences & The Body:Contemp Issues In Soc Sciences & MedicineSTS 320New Media and Visual Communication TheoryCAGD331Nuclear PhysicsPHYS375Numeracy In Early Childhood EducationEYEN202Numerical AnalysisMATH321Nursing FundamentalsSNUG101Nutrition and Food InnovationMEDI355Nutrition And Food Innovation IiSHS 355Nutrition PromotionSHS 937Object and Generic Programming in C++CSCI204Object Oriented Design and ProgrammingCSIT121Objected Oriented ProgrammingISIT114Operations ManagementMGMT316operations managementops 802Operations ManagementOPS216Optimising OHS System PerformanceSHS 973Ordinary Lives in a Diverse WorldCST 130Organic Chemistry IICHEM212Organisational AnalysisMGMT220Organisational BehaviourMGMT201Organisational Behaviour and ManagementTBS 803Patterns of Knowing in NursingNMIH102PDHPE Elective AEDEP302PDHPE Elective BEDEP401PDHPE: Coaching and Sport Administration - Elective CEDEP402Performance ManagementMGMT949Performance Skills 5: Acting, Movement, Singing, VoiceCAPF301Personal Development, Health and Physical EducationEDGD804Personal FinanceFIN 252PersonalityPSYC231Phase TransformationsMATE203Philosophy HonoursPHIL470Physics and mathematicsMEDI128Physics For EngineersPHYS143Planet EarthEESC101Planning Urban Futures from Skyscrapers to SlumsGEOG338Policy for Environmental Heritage and ManagementGEOG337Political DramaturgyCAPF333Political JournalismJOUR231Political PhilosophyPHIL232Politics and the MediaPOL 224Politics and the MediaPOL204Politics in the Middle Eastpol311Politics in the USAPOL 216Politics InternshipPOL345Politics of International RelationsMIST901Politics of Justicellb3384Portfolio AnalysisFIN 323Portfolio ManagementFIN 923Power and the StatePOL304Power Distribution SystemsECTE426Power Engineering 1ECTE222Power Engineering 2ECTE323Power System AnalysisECTE423power, resistance and societysoc352Practical ReasoningPHIL151Pre-Medicine, Science and Health757500Preparation for Tertiary StudiesWUCT001Primary Health Care NursingNMIH105Principle of ebusinessISIT204Principles and Practices of CoachingEDPE203Principles of BiochemistryBIOL213Principles of EcologyBIOL251Principles of Foundation EngineeringCIVL462Principles of Foundation Engineeringcivl365Principles of Marketing ManagementTBS 804Principles of PharmacologyCHEM350Principles of Responsible BusinessBUS101Principles of Responsible Business SubjectBUS 101Principles of Responsible CommerceCOMM101Principles of Supply Chain ManagementMGMT257Privacy Law and TechnologyLLB3906Procedural ProgrammingCSCI114Professional Communications and Engineering Workplace PracticeENGG980Professional ExperienceEDMT900Professional Experience in BusinessCOMM391Professional PracticeEXSC200Professional Practice & EthicsIACT201Professional Practice - Auditing & Risk AssuranceACCY962Professional Practice - TaxationACCY963Professional Studies 2EDPS202Programming and data structuresCSIT881Programming for EngineersCSCI291Programming FundamentalsCSIT 111ProjectCSCI321Project ManagementTBS 935Project ManagementOPS370Project Management in Practice RevisionOPS939Promoting Lifelong Physical ActivityEDPM401Promoting the Public's HealthHAS231Property and Trusts ALLB 220Property and Trusts BLLB 270Property LawLLB2220Psychological Assessment: Principles and ApplicationsPSYC408Psychology of AbnormalityPSYC251Psychology of Physical Activity & HealthPSYCH216Psychology of Physical Activity and HealthPSYC116PsychophysiologyPSYC352psycology intermPSIN 2548psycopharma359Public Health NutritionSHS 936Public Interest LawLLB 324Public PolicyPP987Public Relations ConceptsMARK221Punishment: Purpose, Practice, PolicySOC 244Punishment: Purpose, Practice, PolicySOC 247 (S223)Qualitative Research Design for Humanities and Social SciencesGEOG336Quantitative Economic AnalysisECON939Quantitative Methods in PsychologyPSYC250Race and PlaceCST371Radiation and Radiotherapy PhysicsPHYS952Radiation PhysicsPHYS255Real-Time Embedded SystemsECTE331Recent Developments in MaterialsMATL903Recruitment & SelectionMGMT205Regional AnatomySHS 310Remedies and Civil ProcedureLLB300Remedies and ProcedureLLB 300Renewable And Distributed GenerationResearch In Human NutritionResearch MethodsResearch methods and analysisMedi 304Research Methods in the Social SciencesHAS234Research Practices In Media And CommunicationResource EstimationMINE333Resources and EnvironmentsEESC306Responsible LeadershipMGMT351Responsible principles of businessBus101Retirement and Estate PlanningFIN 328Revenue LawLLB 341Risk and InsuranceFIN 320Risk, Media and CommunicationSTS 286Roads EngineeringCIVL489Robotics and Flexible AutomationECTE471Science Content Knowledge for EducatorsEDSC102Scientific literacyMEDI160Selection of Materials in Engineering DesignMATE401Semantic WebISIT315sensory motor controlMEDI330Service-Oriented Software EngineeringCSCI427Services MarketingMARK270Signals and SystemsECTE203Site Remediation EngineeringENVE410Social Aspects of Genetics and BiotechnologySTS 250Social Behaviour and Individual DifferencesPSYC350Social Determinants of HealthSHS 933Social Determinants of HealthHAS 130Social determinants of Indigenous healthHAS350Social Justice In a World of InequalityHAS200Social MarketingMARK320Social Research and Social PolicySOC 325Social Research MethodsSOC 231Social ScienceCRL100Society and Culture MethodEDGD840Society and Environment: Resources, Challenges, FuturesGEOG222Sociology HonoursSOC 470Software DesignCSCI334Software Development Methods and ToolsCSCI205Software Engineering Practices & PrinciplesCSCI318Software MethodologiesCSIT314Software Process ManagementCSCI311Software Testing and AnalysisCSCI426Soils, Landscapes and HydrologyEESC202Spanish for Beginners 1SPAN151Spanish for Beginners 2SPAN152Spanish Intermediate 1SPAN251special studies in law CLLB678Special Studies in Law ELLB377Special Topics in Mechanical Engineering 1MECH481Special Topics in Mechanical Engineering 2MECH482Sports JournalismJOUR337Sports Studies 1EDPE401Statistics for BusinessCOMM121Statistics for BusinessBUS121Statistics for Decision MakingECON940Statistics For the Natural SciencesSTAT252Statutory interpretationLLB1160Strategic Brand ManagementMARK980Strategic ManagementMGMT314Strategic Management for Engineers and TechnologistsENGG954Strategic Management of EngineeringENGG440Strategic Network DesignISIT925Structural Design 1CIVL311Structural Design 2CIVL314Structural Design Based on Australian StandardsCIVL911Structure of MaterialsMATE201Structures 1CIVL352Structures 2CIVL454Studies in Surface MiningMINE911Studies of Religion IISOR2Summary Justice and Public OrderLLB 347Supply Chain ManagementTBS 908Supply Chain StrategiesMGMT309Supply chain strategiesOPS309Surface Mining MethodsMINE311SurveyingCIVL272Sustainability for Engineers, Scientists and ProfessionalsENGG941Sustainable Energy TechnologiesENGG378System Analysis and Project ManagementCSIT883System SecurityCSCI262Systems AdministrationCSCI322Systems AnalysisCSIT114Systems DevelopmentCSCI222Systems NeurosciencePSYC362Systems Reliability EngineeringENGG961Systems Thinking and SimulationMGMT256Taxation for Financial PlannersACCY228Taxation LawLAW 315Teaching Culturally and Linguistically Diverse StudentsEDLD302Teaching EnglishTCH2002Teaching Gifted StudentsEDGS922Teaching practiceEDMT910Techniques and Tools for Business AnalyticsMBAS902Techniques in Biotechnology and Medical ResearchBIOL343The Biochemistry Of Energy And MetabolismThe Meaning of Life: Absurdity and ExistencePHIL227The Modern WorldThe ModernistsENGL361The Physical And Health Education InternshipThe Premodern WorldThe RomanticsThe RomanticsENGL271The VictoriansENGL274The World After 1945HIST256Theoretical Foundations of AccountingACCY903Theories of Second Language LearningEDGT984Theory Design and Statistics in PsychologyPSYC123Therapeutic Use of SelfNMIH303Therapeutics in NursingNMIH206Thermodynamics and Phase EquilibriaMATE202Thermodynamics of Engineering SystemsMECH341Thermodynamics, Experimental Methods and AnalysisMECH252Thesis AENGG452Thesis BENGG453Topics in Applied PsychologyPSYC356Topics in Applying Information SecurityCSCI969Tourism MarketingMARK395Trafficking and Slavery in Global HistoryHIST204Training & DevelopmentMGMT322Transitional JapaneseJAPA142Transmedia StorytellingBCM216Tunneling and underground constructionCMEE901Twentieth Century DictatorshipsHIST322Twentieth-Century DictatorshipsHIST 371Underground Mining MethodsMINE220Understanding adolescence: creating supportive learning environmentsEDMS921Understanding Research PracticeBCM212Understanding Variation and UncertaintySTAT131University Access Program100Urban AnalysisURBN144Vibrations, Waves & OpticsPHYS215VictoriansENGL266Visual Arts Studio 1CAVA201Visual Arts WorkshopCAVA301visual communication designVCD102Visual PerceptionPSYC349War and HumanitarianismINTS208War and SocietyHIST370Water Quality and Ecological EngineeringENVE220Water Resources and ManagementEESC310Web ProgrammingISIT 307Wills and SuccessionLLB 389Wireless Communication SystemsECTE465Work Health and SafetyHas 201Working with Service Users and CarersSOWK240Workplace Health and Safety ManagementMGMT321World ArchaeologyARCH202Writing and Critical TheoryCACW232Writing, Representation and PowerCACW231Youth Crime and JusticeHAS 353
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- Data Mining and Knowledge Discovery (INFO411)Task: Air pollution prediction in the United States Background: The US records daily ozone, SO2, CO and NO2 levels in several counties of every state. The data set for this task contains the yearly summary data for these readings, and associated meteorological data such as air quality index (AQI) and particulate matter (PM) index. The data are available from https://aqs.epa.gov/aqsweb/airdata/download_files.html#Annual. Download the AQI by County annual summary data for 2020. The “Days with AQI” column indicates the number of days in the year that the AQI index was recorded in the county and the following six columns indicate how many of those days had which index level. Requirements: 1. Explore the relationships between air pollution (this could be what you judge to be “bad” AQI days, or high median/high max AQI, or another criterion of your own definition), the meteorological variables and the states. 2. Present relevant visualisations of the data, which help to illustrate the relationships, trends and differences found in the previous items. 3. Develop models to predict the number of days of PM > 2.5 concentrations using the rest of the meteorological data. Two of these that you develop should be the standard linear model and the random forest. 4. Provide the performance evaluation of any fitted models, including details of cross-validation or splitting into training, validation and/or testing sets. 5. Present your interpretations and conclusions. Help me to do this in accurate way. Do it in R programming with all analysisAnswers