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ETM5950Data analytics for business

UnitLevel 5|6 credit points|Business and Economics

This unit lays a solid foundation in data analytics, tailored for a career in business management. It recognises that most management decisions are made under uncertain conditions, necessitating analytical frameworks for leveraging data as...

Semester 1Semester 2Malaysia

LEO5302Data and analytics in organisations and society

UnitLevel 5|6 credit points|Business and Economics

Around the globe and spanning sectors, data and data analytics permeate all aspects of organisational operations – data has become ubiquitous to organisational domains. The widespread use of data and analytics pose unique challenges that...

Monash Online

ECC3479Data and evidence in economics

UnitLevel 3|6 credit points|Business and Economics

In this unit, you will learn how to formulate compelling economic questions and effectively select, organize, and apply appropriate data and analytical methods. You will develop critical thinking skills, enabling you to evaluate suitable...

Semester 1Clayton

MKM5801Data driven marketing and performance analytics

UnitLevel 5|6 credit points|Business and Economics

Data driven marketing and performance analytics equips you with the skills to leverage data for informed marketing decision-making. You learn to harness data to guide marketing decisions and improve results. You work with real datasets to...

LEO5310Data exploration, visualisation, and information design

UnitLevel 5|6 credit points|Business and Economics

Contemporary analytics requires skills in data identification, exploration, and presentation. This unit develops basic skills in the use of SQL and R to clean and explore data. It then focusses on the use of R, as a programming language,...

Monash Online

ETW3482Data mining and predictive modelling

UnitLevel 3|6 credit points|Business and Economics

This unit will cover the key concepts of predictive modelling, emphasising applications in business. You will learn data pre-processing skills for predictive modelling. You will access data from various sources and be exposed to hands-on...

Semester 1Semester 2Malaysia

LEO5312Data reporting, presentation, and dashboards

UnitLevel 5|6 credit points|Business and Economics

Data reporting and presentation plays a vital role in the data analytics cycle. This unit develops advanced skills in the use of Power BI for the exploration, analysis, and presentation of data for decision making. Specifically, it...

Monash Online

ETF5922Data visualisation and communication

UnitLevel 5|6 credit points|Business and Economics

This unit provides a comprehensive introduction to data visualisation. You will learn how to interpret, evaluate and create visualisations using contemporary visualisation tools. The course begins with the foundational principles of data...

Summer ASemester 2Caulfield

ETX2250Data visualisation and communication

UnitLevel 2|6 credit points|Business and Economics

This unit provides a comprehensive introduction to data visualisation. You will learn how to interpret, evaluate and create visualisations using contemporary visualisation tools. The course begins with the foundational principles of data...

Summer ASemester 2Caulfield

LEO5301Decision making for managers

UnitLevel 5|6 credit points|Business and Economics

Managers must make complex decisions to enable organisational success. Digital transformation and the ongoing emergence of game changing technologies, such as Generative AI, challenges managers to maintain currency in data management....

Monash Online

ETF3480Decision modelling for business

UnitLevel 3|6 credit points|Business and Economics

This unit develops skills in modelling complex decision problems. You will explore different classes of decision policies and apply tools such as simulation, decision trees, queuing models, and various advanced optimisation techniques....

Semester 1Caulfield

ETF5480Decision modelling for business

UnitLevel 5|6 credit points|Business and Economics

This unit develops skills in modelling complex decision problems. You will explore different classes of decision policies and apply tools such as simulation, decision trees, queuing models, and various advanced optimisation techniques....

Semester 1Caulfield

MGF5903Delivering projects

UnitLevel 5|6 credit points|Business and Economics

This unit explores and develops the key concepts and techniques necessary to understand the core project management competencies of project integration, risk and procurement management. Project integration will include the project...

Semester 2Caulfield

BFC2751Derivatives

UnitLevel 2|6 credit points|Business and Economics

This unit examines the institutional features of futures and options markets, the use of futures, options and other derivatives in arbitraging, trading and hedging, and prices of these instruments.

Semester 1Semester 2Clayton

BFF3751Derivatives

UnitLevel 3|6 credit points|Business and Economics

This unit examines the institutional features of futures and options markets, the use of futures, options and other derivatives in arbitraging, trading and hedging, and pricing of these instruments.

Semester 1Semester 2Caulfield

BFW2751Derivatives 1

UnitLevel 2|6 credit points|Business and Economics

This unit examines the institutional features of futures and options markets, the use of futures, options and other derivatives in arbitraging, trading and hedging, and prices of these instruments.

Semester 1Semester 2Malaysia

ETW2420Design and analysis of sample surveys

UnitLevel 2|6 credit points|Business and Economics

Introduction to survey methods including probability and non-probability sampling and online surveys. Statistical inference in finite population sampling will be introduced (design-based and model-based inference). Strategies in the...

Semester 2Malaysia

ECX2400Design and evaluation of economic, public, and social programs

UnitLevel 2|6 credit points|Business and Economics

This unit provides an introduction to evidence-based methods for analysing a range of challenging social and economic problems that society is faced with. The key emphasis is on the applications of econometric methods to microeconomic and...

Semester 1Clayton

ECX5400Design and evaluation of economic, public, and social programs

UnitLevel 5|6 credit points|Business and Economics

This unit provides an introduction to evidence-based methods for analysing a range of challenging social and economic problems that society is faced with. The key emphasis is on the applications of econometric methods to microeconomic and...

Semester 1Clayton

BEI2500Design thinking for global challenges

UnitLevel 2|6 credit points|Business and Economics

Design thinking applies the skills and strategies developed by designers to a wide range of problems and situations. These skills and strategies include a range of conceptual and communication approaches, ways to explore and reconsider the...