应用数据科学学士

选修层级生物学单元Option 1 - Level 2 biology units

• 保护生物学Conservation biology

  BIO2040

  6
• 生态学与生物多样性Ecology and biodiversity

  BIO2011

  6

层级生物学单元Level 1 biology units

• 生命环境Life in the environment

  BIO1042

  6
• 生命地球Life on Earth

  BIO1022

  6
• Blueprints for life

  BIO1011

  6

选修层级遗传学单元Option 2 - Level 2 genetics units

• 基因组学与人口遗传学Genomics and population genetics

  GEN2052

  6
• 基础遗传学Foundations of genetics

  GEN2041

  6

商业分析Business analytics

• 统计思维Statistical thinking

  ETC2420

  6
• 导论数据分析Introduction to data analysis

  ETC1010

  6
• 商业与经济统计学Business and economic statistics

  ETC1000

  6
• Applied forecasting

  ETC3550

  6

层级物理单元Level 2 physics units

• Quantum and thermal physics

  PHS2061

  6
• 原子核与凝聚态物质物理Atomic, nuclear and condensed matter physics

  PHS2081

  6

附加层级物理单元Additional level 1 physics unit

• 领域与量子物理Fields and quantum physics

  PHS1022

  6
• 物理工程Physics for engineering

  PHS1002

  6

层级物理单元Level 1 physics units

• Classical physics and relativity

  PHS1011

  6
• 基础物理Foundation physics

  PHS1001

  6

层级单元Level 1 units

• 刑事司法实践Criminal justice in practice

  ATS1423

  6
• 理解犯罪Understanding crime

  ATS1421

  6
• 化学高级Chemistry 2 advanced

  CHM1052

  6
• 基础食品与感觉科学Fundamentals of food and sensory science

  FST1800

  6
• 生命地球Life on Earth

  BIO1022

  6
• Trends in biotechnology

  BTH1802

  6
• Blueprints for life

  BIO1011

  6
• 网络基础Web fundamentals

  FIT1050

  6
• 导论社会学Introduction to sociology

  ATS1365

  6
• 大创意更好未来Big ideas for better futures

  ATS1366

  6
• Cracking the language code: English and beyond

  ATS1338

  6
• Linguistic structure and language diversity

  ATS1339

  6

层级单元Level 2 units

• 警务Policing

  ATS2458

  6
• 网络犯罪与网络安全Cybercrime and cybersecurity

  ATS2456

  6
• 社会研究方法Social research methods

  ATS2723

  6
• Physiology of human body systems

  PHY2810

  6
• 生理学人类健康Physiology of human health

  PHY2820

  6
• 食品生物过程技术Food bioprocess technology

  FST2810

  6
• 食品化学Food chemistry

  CHM2962

  6
• 作物科学Crop science

  BTH2820

  6
• 基础遗传学Foundations of genetics

  GEN2041

  6
• Spectroscopy and analytical chemistry

  CHM2922

  6
• 无机与有机化学Inorganic and organic chemistry

  CHM2911

  6
• Sex与媒体Sex and the media

  ATS2561

  6
• Race, racism and social inequalities

  ATS2716

  6
• Breaking binaries: How gender is lived and theorised

  ATS2560

  6
• Love, families, and relationships

  ATS2718

  6
• Men, masculinity and society

  ATS2727

  6
• 气候变革传播Climate change communication

  ATS2324

  6
• Video games: Industry and culture

  ATS2280

  6
• Professional and academic presentation skills

  ATS2910

  6
• Human physiology: Hormonal and digestive systems

  PHY2032

  6
• 神经科学传播感觉与控制系统Neuroscience of communication, sensory and control systems

  PHY2011

  6
• 人类生理学心血管呼吸与肾脏系统Human physiology: Cardiovascular, respiratory and renal systems

  PHY2042

  6

网络安全Cybersecurity

• Operating systems

  FIT2100

  6
• Cybersecurity tools and techniques

  FIT1093

  6
• 软件安全Software security

  FIT2173

  6
• 导论计算机系统网络与安全Introduction to computer systems, networks and security

  FIT1047

  6

第一层级单元First level 1 unit

• 化学高级Chemistry 1 advanced

  CHM1051

  6
• Blueprints for life

  BIO1011

  6

第二层级单元Second level 1 unit

• 化学高级Chemistry 2 advanced

  CHM1052

  6
• 生命地球Life on Earth

  BIO1022

  6

环境科学Environmental science

• 全球保护与生物多样性Global conservation and biodiversity

  ENV2726

  6
• 导论生态应用Introduction to ecological applications

  BIO2810

  6
• Blueprints for life

  BIO1011

  6
• 环境科学东南亚洲视角Environmental science: A Southeast Asian perspective

  ENV1800

  6

导论法医遗传学Introduction to forensic genetics

• 基础遗传学Foundations of genetics

  GEN2041

  6
• 生命地球Life on Earth

  BIO1022

  6
• Blueprints for life

  BIO1011

  6
• 医学与法医遗传学Medical and forensic genetics

  GEN3051

  6

层级与单元Level 2 and 3 units

• iOS应用发展iOS app development

  FIT3178

  6
• Usability

  FIT2175

  6
• Web database interface

  FIT2104

  6
• 移动应用发展Mobile application development

  FIT2081

  6
• Phonetics and phonology: The science of speech sounds

  ATS2669

  6
• Structure in the languages of the world

  ATS2668

  6
• 语言文化与交互亚洲Languages, cultures and interaction in Asia

  ATS2274

  6
• 管理跨文化传播Managing intercultural communication

  ATS2671

  6
• Englishes around the world

  ATS2769

  6
• Embodied language: Gesture, gaze and interaction

  ATS3325

  6

第二单元Second unit

• Crashes, crises and macroeconomic policy

  ECX2300

  6
• Intermediate macroeconomics

  ECC2010

  6
• Principles of macroeconomics

  ECC1100

  6
• Macroeconomics

  ECX1200

  6

第一单元First unit

• Intermediate microeconomics

  ECC2000

  6
• 设计与评估经济公共与社会项目Design and evaluation of economic, public, and social programs

  ECX2400

  6
• Principles of microeconomics

  ECC1000

  6

选修Option 1

• Mathematics of uncertainty (Advanced)

  MTH2225

  6
• Mathematics of uncertainty

  MTH2222

  6
• Differential equations with modelling

  MTH2032

  6
• The nature and beauty of mathematics

  MTH2132

  6
• 数学统计学Mathematical statistics

  MTH2232

  6
• Algebra 1: Group theory

  MTH3141

  6
• 网络数学Network mathematics

  MTH3170

  6
• Algebra 2: Rings and fields

  MTH3150

  6
• Number theory and cryptography (Advanced)

  MTH3137

  6
• Algebra 1: Group theory

  MTH2141

  6
• 网络数学（高级）Network mathematics (Advanced)

  MTH3175

  6
• Number theory and cryptography

  MTH2137

  6

b)附加单元b) Additional units

• Differential equations with modelling

  MTH2032

  6
• Mathematics of uncertainty (Advanced)

  MTH2225

  6
• Mathematics of uncertainty

  MTH2222

  6
• 数学统计学Mathematical statistics

  MTH2232

  6
• Algebra 1: Group theory

  MTH2141

  6
• Algebra 1: Group theory

  MTH3141

  6
• Algebra 2: Rings and fields

  MTH3150

  6
• Number theory and cryptography

  MTH2137

  6
• Number theory and cryptography (Advanced)

  MTH3137

  6
• 网络数学（高级）Network mathematics (Advanced)

  MTH3175

  6
• 网络数学Network mathematics

  MTH3170

  6

核心单元a) Core units

• The nature and beauty of mathematics

  MTH2132

  6
• 离散数学计算机科学Discrete mathematics for computer science

  MAT1830

  6

市场营销科学Marketing science

• 基础市场营销分析Fundamentals of marketing analytics

  MKC2130

  6
• 原理市场营销Principles of marketing

  MKC1200

  6
• 高级主题市场营销分析Advanced topics in marketing analytics

  MKC3500

  6
• 市场营销研究分析Marketing research analysis

  MKC2500

  6

层级物理单元Level 1 physics unit

• 基础物理Foundation physics

  PHS1001

  6
• 物理工程Physics for engineering

  PHS1002

  6
• Classical physics and relativity

  PHS1011

  6

层级天文学单元Level 1 astronomy unit

• Earth to cosmos: Introductory astronomy

  ASP1010

  6
• 生命宇宙天体生物学Life in the universe: Astrobiology

  ASP1022

  6

层级天文学单元Level 2 astronomy units

• 天文学Astronomy

  ASP2011

  6
• 导论天体物理学Introduction to astrophysics

  ASP2062

  6

层级单元Level 1 unit

• 化学高级Chemistry 1 advanced

  CHM1051

  6
• 化学Chemistry 1

  CHM1011

  6
• Classical physics and relativity

  PHS1011

  6
• Blueprints for life

  BIO1011

  6
• 基础物理Foundation physics

  PHS1001

  6

附加层级单元Additional level 1 unit

• 化学高级Chemistry 2 advanced

  CHM1052

  6
• 化学Chemistry 2

  CHM1022

  6
• 领域与量子物理Fields and quantum physics

  PHS1022

  6
• 生命地球Life on Earth

  BIO1022

  6
• 物理工程Physics for engineering

  PHS1002

  6

数字媒体Digital media

• 媒体挑战Media challenges

  ATS1206

  6
• 媒体与文化Media and culture

  ATS1279

  6
• Communicating in the digital era

  ATS1119

  6

药物与社会导论药理学Drugs and society: An introduction to pharmacology

• Blueprints for life

  BIO1011

  6
• 药物与社会Drugs and society

  PHA2022

  6
• 生命地球Life on Earth

  BIO1022

  6
• 神经科学传播感觉与控制系统Neuroscience of communication, sensory and control systems

  PHY2011

  6

信息技术单元Information technology units

• 高级数据分析Advanced data analysis

  FIT3154

  6
• 建模数据分析Modelling for data analysis

  FIT2086

  6
• 数据库Databases

  FIT2094

  6
• 导论编程Introduction to programming

  FIT1045

  6
• 导论数据科学Introduction to data science

  FIT1043

  6
• 深学习Deep learning

  FIT3181

  6

CLAYTON: Mathematical science units

• 导论计算数学Introduction to computational mathematics

  MTH2051

  6
• Computational linear algebra

  MTH3320

  6
• 离散数学计算机科学Discrete mathematics for computer science

  MAT1830

  6
• Multivariate mathematics for data science

  MTH2019

  6
• 分析变革Analysis of change

  MTH1020

  6
• 技术建模Techniques for modelling

  MTH1030

  6
• 优化与运营研究Optimisation and operations research

  MTH3330

  6

MALAYSIA: Mathematical science units

• Multivariate mathematics for data science

  MTH2019

  6
• 优化与运营研究Optimisation and operations research

  MTH3330

  6
• 导论计算数学Introduction to computational mathematics

  MTH2051

  6
• 工程数学Engineering mathematics

  ENG1005

  6
• 基础数学Foundation mathematics

  ENG1090

  6
• Computational linear algebra

  MTH3320

  6

部分数据挑战Part A. Data challenges

• 数据挑战Data challenges 3

  ADS2001

  6
• 数据挑战Data challenges 2

  ADS1002

  6
• 高级数据挑战Advanced data challenges

  ADS3001

  12
• 数据挑战Data challenges 1

  ADS1001

  6
• 数据挑战Data challenges 4

  ADS2002

  6