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PHS3102Statistical and condensed matter physics

UnitLevel 3|6 credit points|Science

This unit explores topics of foundational many-body physics. The unit consists of two theory-only sub-units, and the key areas for each sub-unit are: Statistical physics: Classical statistical ensembles and distributions Boltzmann factors,...

Semester 2Clayton

FIT5197Statistical data modelling

UnitLevel 5|6 credit points|Information Technology

This unit explores the statistical modelling methods that underlie the analytic aspects of Data Science and Machine Learning. By working through examples, this unit gives a strong mathematical and statistical foundation to enable a deeper...

Semester 1Semester 2ClaytonMalaysia

ETF2020Statistical foundations of business analytics

UnitLevel 2|6 credit points|Business and Economics

The business world is characterised by decision making in an environment of risk. To gain a deeper understanding of the tools and models used in business analytics, a strong foundation in probability and statistics is required. Probability...

Semester 1Semester 2Caulfield

ETF5202Statistical foundations of business analytics

UnitLevel 5|6 credit points|Business and Economics

The business world is characterised by decision making in an environment of risk. To gain a deeper understanding of the tools and models used in business analytics, a strong foundation in probability and statistics is required. Probability...

Semester 1Semester 2Caulfield

ETC3555Statistical machine learning

UnitLevel 3|6 credit points|Business and Economics

This unit covers the methods and practice of statistical machine learning for modern data analysis problems. You will take a deep look at the procedure of learning from data with particular focus placed on how to effectively learn model...

Semester 2Clayton

ETC5555Statistical machine learning

UnitLevel 5|6 credit points|Business and Economics

This unit covers the methods and practice of statistical machine learning for modern data analysis problems. You will take a deep look at the procedure of learning from data with particular focus placed on how to effectively learn model...

Semester 2Clayton

STA1010Statistical methods for science

UnitLevel 1|6 credit points|Science

Descriptive statistics, scatter plots, correlation, line of best fit. Elementary probability theory. Confidence intervals and hypothesis tests using normal, t and binomial distributions. Use of computer software. Formal treatment of...

Semester 1Semester 2Clayton

ETC2560Statistical modelling for actuarial studies

UnitLevel 2|6 credit points|Business and Economics

This unit aims to provide an introduction of several important mathematical and statistical techniques that are of particular relevance to actuarial work. It covers the topics of exploratory data analysis, linear regression, generalised...

Semester 2Clayton

ETC5256Statistical modelling for actuarial studies

UnitLevel 5|6 credit points|Business and Economics

This unit aims to provide a grounding in several important statistical and mathematical methods that are of particular relevance to actuarial work. It covers the areas of exploratory data analysis, linear regression, generalised linear...

Semester 2Clayton

ETW2510Statistical modelling for decision making

UnitLevel 2|6 credit points|Business and Economics

This unit will introduce you to the empirical analysis of relationships between variables. The approach is based on linear regression theory and emphasises applied analysis of cross-sectional and time series data. Topics studied include...

Semester 1Semester 2Malaysia

ETC2420Statistical thinking

UnitLevel 2|6 credit points|Business and Economics

This unit presents data analysis, statistical modelling and decision-making in the presence of uncertainty, using a computational approach. You will use different frameworks of probability that are helpful for analysing real-world...

Semester 1Semester 2Clayton

ETC5242Statistical thinking

UnitLevel 5|6 credit points|Business and Economics

This unit presents data analysis, statistical modelling and decision-making in the presence of uncertainty, using a computational approach. You will use different frameworks of probability that are helpful for analysing real-world...

Semester 1Semester 2Clayton

MTH3260Statistics of stochastic processes

UnitLevel 3|6 credit points|Science

Many practical experiments involve repeated measurements made over a period of time, where the individuals or systems being observed are evolving during the study period. Examples of this kind of data arise in signal processing, financial...

Semester 2Clayton

MTH4260Statistics of stochastic processes

UnitLevel 4|6 credit points|Science

Many practical experiments involve repeated measurements made over a period of time, where the individuals or systems being observed are evolving during the study period. Examples of this kind of data arise in signal processing, financial...

Semester 2Clayton

DEV3032Stem cells in development, disease and regeneration

UnitLevel 3|6 credit points|Science

This unit is structured into four overarching themes. It begins with an introduction to pluripotency, reprogramming and the microenvironment, followed by a focus on stem cell biology in reproductive development and fertility. The...

Semester 2Clayton

MKW3000Strategic branding

UnitLevel 3|6 credit points|Business and Economics

Why are some brands so memorable, while other brands quickly disappear? How does a company build strong brands and what can marketers do to effectively manage their brands to ensure it stands out in a competitive environment? A strong...

Semester 1Semester 2Malaysia

MGF5928Strategic leadership

UnitLevel 5|6 credit points|Business and Economics

This unit will critically evaluate the dynamic nature of strategy making and strategic leadership. You will become familiar with key strategic concepts and frameworks to analyse organisational strategy, and understand the importance of...

Semester 1Semester 2Caulfield

MGF5976Strategic management

UnitLevel 5|6 credit points|Business and Economics

This unit explores strategy and its related concepts. The focus is on strategic management – the process of defining purposes and objectives, analysing external and internal environments, formulating and implementing a viable and...

Semester 1Semester 2Caulfield

MGX3110Strategic management

UnitLevel 3|6 credit points|Business and Economics

In this unit, you will cultivate skills and knowledge to assist organisations in creating a successful long-term future. Drawing on theoretical and practical knowledge, you will have the opportunity to acquire the foundations of strategic...

Semester 1Semester 2CaulfieldClayton

ACF5100Strategic management accounting

UnitLevel 5|6 credit points|Business and Economics

In today's business environment the accountant engages with the organisation's senior managers and contributes to strategy formulation and implementation. This unit focuses on the concepts and techniques of business strategy formulation...

Semester 1Semester 2Caulfield