Search units & courses
Every unit, course, major, minor and specialisation in the Monash handbook, with requisite maps and course structures.
FIT3152Data analytics
No reviews yetUnitLevel 36 credit pointsInformation Technology
There has been an explosion in the quantity and variety of data collected and routinely analysed by government, business and society at large over recent years. This has been described by some social commentators as the rise of "big data"...
Semester 1Semester 2ClaytonMalaysia
ETM5950Data analytics for business
No reviews yetUnitLevel 56 credit pointsBusiness 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
FIT2094Databases
No reviews yetUnitLevel 26 credit pointsInformation Technology
This unit will provide an introduction to the concepts of database design and usage and the related issues of data management. You will develop skills in planning, designing, and implementing a data model using an enterprise-scale...
Semester 1Semester 2Summer BClaytonIndonesiaMalaysia
ADS1002Data challenges 2
No reviews yetUnitLevel 16 credit pointsScience
This is the second in a series of data challenges units which builds on industry-relevant data science case studies explored during the first semester of the course. Team-based learning is used to further develop and apply the suite of...
Semester 2ClaytonMalaysia
ADS2002Data challenges 4
No reviews yetUnitLevel 26 credit pointsScience
This is the fourth in a series of Data Challenges units which builds on industry-relevant data science case studies explored during the first three semesters of the course. Team-based learning is used to further develop and apply the suite...
Semester 2ClaytonMalaysia
PSY4215Data Communication: From research problem to storytelling
No reviews yetUnitLevel 46 credit pointsMedicine, Nursing and Health Sciences
Communicating data is fundamental to most career paths for psychology graduates. This unit aims to demystify the process of becoming adept in communication of a diverse range of psychosocial and health related data. You will learn about...
Semester 2Clayton
FIT5147Data exploration and visualisation
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit introduces statistical and visualisation techniques for the exploratory analysis of data. It will cover the role of data visualisation in data science and its limitations. Visualisation of qualitative, quantitative, temporal and...
Semester 1Semester 2ClaytonMalaysia
FIT1062Data management
No reviews yetUnitLevel 16 credit pointsInformation Technology
This unit introduces the principles of data management through the design, implementation, and use of relational databases. It develops foundational skills in modelling data, translating real-world requirements into sound relational...
Semester 1Semester 2ClaytonMalaysia
EPM5005Data management and statistical computing
No reviews yetUnitLevel 56 credit pointsMedicine, Nursing and Health Sciences
This unit will describe and demonstrate the complexity of data management and statistical computing methods. It will enable you to communicate effectively about the issues in storing and retrieving information, and in assessing the quality...
Semester 1Semester 2Alfred Hospital
ETW3482Data mining and predictive modelling
No reviews yetUnitLevel 36 credit pointsBusiness 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
FIT5202Data processing for big data
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit focuses on big data processing, including volume, complexity, and velocity using the latest big data technologies. In big data volume, it covers large volume data processing using parallel technologies. In large dimensionality...
Semester 1Semester 2ClaytonMalaysia
BIO2010Data science for biologists
No reviews yetUnitLevel 26 credit pointsScience
Professional biologists with the skills to design experiments and analyse data are essential for identifying and responding to society’s urgent environmental, biomedical, and social challenges. This unit provides the approaches and tools...
Semester 2Clayton
FIT3163Data science project 1
No reviews yetUnitLevel 36 credit pointsInformation Technology
This unit provides practical experience in researching, designing, developing and evaluating a non-trivial data science project. Projects involve whole or part of the data science process (visualisation, analysis, algorithms, etc.) but can...
Semester 1Semester 2Malaysia
FIT3164Data science project 2
No reviews yetUnitLevel 36 credit pointsInformation Technology
This unit provides practical experience in researching, designing, developing and testing a non-trivial data science project. Projects involve whole or part of the data science process (visualisation, analysis, algorithms, etc.) but can...
Semester 1Semester 2ClaytonMalaysia
FIT2115Data structures and algorithms 1
No reviews yetUnitLevel 26 credit pointsInformation Technology
Data structures and algorithms are the tools that allow programs to solve problems efficiently, reliably and at scale. This unit develops the core algorithmic thinking and implementation skills needed to move from a problem statement to a...
Semester 1Semester 2ClaytonMalaysia
FIT3234Data structures and algorithms 2
No reviews yetUnitLevel 36 credit pointsInformation Technology
This unit deepens study of algorithms and data structures by moving from introductory programming patterns to more formal design, analysis, and proof-oriented reasoning. It covers advanced data structures, graph and numerical algorithms,...
Semester 1Semester 2ClaytonMalaysia
ETF5922Data visualisation and communication
No reviews yetUnitLevel 56 credit pointsBusiness 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
No reviews yetUnitLevel 26 credit pointsBusiness 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
FIT5196Data wrangling
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit introduces tools and techniques for data wrangling. It will cover the problems that prevent raw data from being effectively used in analysis and the data cleansing and pre-processing tasks that prepare it for analytics. These...
Semester 1Semester 2ClaytonMalaysia
ATS2294Death, dying and narrative
No reviews yetUnitLevel 26 credit pointsArts
In the process of dying, we face the limits of modern biomedicine’s curative potential and come face to face with the fragility of human life. How does our understanding of life, death and illness challenge our understanding of...
Semester 2Clayton