Search units & courses
Every unit, course, major, minor and specialisation in the Monash handbook, with requisite maps and course structures.
FIT5197Statistical data modelling
No reviews yetUnitLevel 56 credit pointsInformation 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
MTH5540Statistical learning in finance
No reviews yetUnitLevel 56 credit pointsScience
Bayesian inference. Linear Gaussian models. Kalman filter. Maximum likelihood. Fischer information. Cramer-Rao bound. Supervised classification. Tree based methods. Support vector machines. Introduction to R.
Semester 1Clayton
ETC3555Statistical machine learning
No reviews yetUnitLevel 36 credit pointsBusiness 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
No reviews yetUnitLevel 56 credit pointsBusiness 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
No reviews yetUnitLevel 16 credit pointsScience
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
No reviews yetUnitLevel 26 credit pointsBusiness 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
No reviews yetUnitLevel 56 credit pointsBusiness 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
ETC4400Statistical theory and practice
No reviews yetUnitLevel 46 credit pointsBusiness and Economics
The objective of this unit is to outline the general principles that underlie advanced methods of frequentist statistical inference. Building on maximum likelihood estimation (MLE), the unit provides a formal treatment of quasi-MLE,...
Semester 1Clayton
ETC5440Statistical theory and practice
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
The objective of this unit is to outline the general principles that underlie advanced methods of frequentist statistical inference. Building on maximum likelihood estimation (MLE), the unit provides a formal treatment of quasi-MLE,...
Semester 1Clayton
ETC2420Statistical thinking
No reviews yetUnitLevel 26 credit pointsBusiness 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
No reviews yetUnitLevel 56 credit pointsBusiness 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
PSY4210Statistics and data science for psychology
No reviews yetUnitLevel 46 credit pointsMedicine, Nursing and Health Sciences
In this unit you will be provided with an applied understanding of statistics and data science methods commonly used in Psychological Sciences. The unit has an applied focus and emphasises learning both the theory and interpretation of...
Semester 1ClaytonMalaysia
MTH3260Statistics of stochastic processes
No reviews yetUnitLevel 36 credit pointsScience
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
No reviews yetUnitLevel 46 credit pointsScience
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
No reviews yetUnitLevel 36 credit pointsScience
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
MTH5210Stochastic calculus and mathematical finance
No reviews yetUnitLevel 56 credit pointsScience
Variations and quadratic variation of functions. Review of integration and probability. Brownian motion. Ito integrals and Ito's formula. Stochastic differential equations and diffusions. Calculation of expectations and PDE's, Feynman-Kac...
Semester 1Clayton
ATS2716Strangers or citizens? Migration, racisms and unequal worlds
No reviews yetUnitLevel 26 credit pointsArts
Who gets to belong—and who remains a stranger? In a world shaped by global migration, people move across borders in search of opportunity, safety and new futures. Yet migrants’ experiences are far from equal. While some are welcomed,...
Semester 1Clayton
MGX3110Strategic management
No reviews yetUnitLevel 36 credit pointsBusiness 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
ATS1053Strategic reasoning in politics, philosophy and economics
No reviews yetUnitLevel 16 credit pointsArts
In this unit you will be introduced to strategic reasoning and game theory as tools for understanding social, political, and economic interactions. You will learn to analyse situations where your outcomes depend not just on your own...
Semester 2Clayton
MKC2610Strategic retailing
No reviews yetUnitLevel 26 credit pointsBusiness and Economics
Strategic and data-driven decision making are increasingly becoming critical to maintain retailers’ competitive advantage and to manage retail operations effectively and efficiently. This unit aims to assist you to acquire a deeper...
Semester 2Clayton