Search units & courses
Every unit, course, major, minor and specialisation in the Monash handbook, with requisite maps and course structures.
MPS5301State-of-the-art and emerging technologies
No reviews yetUnitLevel 56 credit pointsPharmacy and Pharmaceutical Sciences
This unit provides you with the opportunity to develop your research and communication skills through analysis of state-of-the-art and emerging technologies and trends that are being implemented across the pharmaceutical development...
Semester 1MalaysiaParkville
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
ITI5197Statistical data modelling
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit explores the statistical modelling foundations that underlie the analytic aspects of Data Science. Motivated by case studies and working through examples, this unit covers the mathematical and statistical basis with an emphasis...
Indonesia
ITO5197Statistical data modelling
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit explores the statistical modelling foundations that underlie the analytic aspects of Data Science. Motivated by case studies and working through examples, this unit covers the mathematical and statistical basis with an emphasis...
Monash Online
ENG6805Statistical data processing and operations research
No reviews yetUnitLevel 6Engineering
This unit introduces the basic engineering statistical analysis and operations research techniques for engineers. Topics include modelling data, statistical inferences, correlations and simple linear regressions, linear programming,...
Semester 1Malaysia
ETF5202Statistical foundations of business analytics
No reviews yetUnitLevel 56 credit pointsBusiness 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
BEX6500Statistical inference
No reviews yetUnitLevel 6Business and Economics
This unit provides an introduction to probability theory and statistical inference for graduate studies in econometrics and business statistics and related fields. It is intended to prepare research students for a range of other units in...
ETX5601Statistical inference
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
This unit provides an introduction to probability theory and statistical inference for graduate studies in econometrics and business statistics and related fields. It is intended to prepare you before you undertake a research program in an...
Semester 1Caulfield
ETX6500Statistical inference
No reviews yetUnitLevel 66 credit pointsBusiness and Economics
This unit provides an introduction to probability theory and statistical inference for graduate studies in econometrics and business statistics and related fields. It is intended to prepare research students for a range of other units in...
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
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
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
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
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
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
LAW5478Strategic and public interest litigation
No reviews yetUnitLevel 56 credit pointsLaw
The Unit will first of all instruct students in the core concepts of strategic and public interest litigation (SPIL). This includes: trias politica, and the difference in views on the role of courts versus government and statute in...
Monash Law Chambers
APG5192Strategic communications in a digital era
No reviews yetUnitLevel 56 credit pointsArts
In this unit you will develop knowledge and skills in strategic communications across public, private and non-profit sectors. In today's world, everyone from politicians, to business leaders, to environmental and human rights groups, look...
Monash Online
APG5366Strategic communications in a digital era
No reviews yetUnitLevel 56 credit pointsArts
This unit develops knowledge and skills in strategic communications across public, private and non-profit sectors. In today's world, everyone from politicians, to business leaders, to environmental and human rights groups, look to the...
Semester 1Caulfield