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BEX5120Startup fundamentals: From setting up to securing investment

UnitLevel 5|6 credit points|Business and Economics

Entrepreneurship is shaped and governed by prevailing institutions including important aspects of the law. It is critical that when starting and growing a new venture, entrepreneurs are both aware of and compliant with local and global...

Semester 1Semester 2Caulfield

BEX5403Start-up simulation: Data-driven decision making for success

UnitLevel 5|6 credit points|Business and Economics

In the dynamic landscape of modern entrepreneurship, data has risen to become an indispensable asset for startups. Your ability to grasp, dissect, and extract actionable insights from data can be the ultimate determinant of a startup's...

Semester 1Semester 2Caulfield

MPS5301State-of-the-art and emerging technologies

UnitLevel 5|6 credit points|Pharmacy 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

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

ITI5197Statistical data modelling

UnitLevel 5|6 credit points|Information 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

UnitLevel 5|6 credit points|Information 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

UnitLevel 6|Engineering

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

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

BEX6500Statistical inference

UnitLevel 6|Business 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

UnitLevel 5|6 credit points|Business 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

UnitLevel 6|6 credit points|Business 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

UnitLevel 5|6 credit points|Science

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

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

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

ETC4400Statistical theory and practice

UnitLevel 4|6 credit points|Business 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

UnitLevel 5|6 credit points|Business 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

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

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

MTH5210Stochastic calculus and mathematical finance

UnitLevel 5|6 credit points|Science

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

UnitLevel 5|6 credit points|Law

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