Search units & courses
Every unit, course, major, minor and specialisation in the Monash handbook, with requisite maps and course structures.
ITO5212Data analysis for semi-structured data
No reviews yetUnitLevel 56 credit pointsInformation Technology
Semi-structured data is one of the fastest growing kinds of data in both the public and private sector, for instance in health. Email collections with sender-recipient graphs, metadata and text content is one example. This unit will...
Monash Online
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
ITI5147Data 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...
Indonesia
ITO5147Data 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...
Monash Online
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
ITI5202Data 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...
Indonesia
ITO5202Data 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...
Monash Online
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
ITI5196Data 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...
Indonesia
ITO5196Data 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...
Monash Online
FIT5215Deep learning
No reviews yetUnitLevel 56 credit pointsInformation Technology
Modern machine learning provides core underlying theory and techniques to data science and artificial intelligence. This unit is for you to develop practical knowledge of modern machine learning and deep learning and how they can be used...
Semester 1Semester 2ClaytonMalaysiaSuzhou (SEU)
FIT5239Deep tech entrepreneurship
No reviews yetUnitLevel 56 credit pointsInformation Technology
in today’s fast paced innovation-driven world, leveraging AI and other advanced technologies to develop impactful and practical solutions for real-world problems and convert these innovations into successful tech startups is a critical...
Semester 1Clayton
FIT5206Digital continuity
No reviews yetUnitLevel 56 credit pointsInformation Technology
Maintaining continuity in a digital data driven world is emerging as a key challenge for organisations, communities, governments and societies. Digital continuity is defined as the ability to use digital information in the way that is...
Semester 2ClaytonMalaysia
FIT5233Digital transformation, strategy and governance
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit equips you with the knowledge and skills to critically understand and lead responsible digital transformation initiatives within modern organisations. You will explore the strategic, operational, analytical, and ethical...
Semester 1ClaytonMalaysia
ITO5216Discrete optimisation
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit introduces the fundamentals of modelling for discrete optimisation, focusing on how to rigorously express a discrete optimisation problem in a manner that can be solved. Some topics covered will include decision variables, basic...
Monash Online
ITO5005Educational theories and processes in learning analytics
No reviews yetUnitLevel 56 credit pointsInformation Technology
The unit is dedicated to aspects of the learning sciences and education research in learning analytics. The unit will introduce several theoretical models of human learning and critically appraise their role in the development and...
FIT5124Emerging topics for cybersecurity in practice
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit aims to provide you with advanced knowledge of cybersecurity. Advancements in cloud services, mobile computing, and machine learning bring much convenience to our lives, improve our productivity in daily work, and provide us with...
Semester 1Clayton
ITI5124Emerging topics for cybersecurity in practice
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit aims to provide you with advanced knowledge of cybersecurity. Advancements in cloud services, mobile computing, and machine learning bring much convenience to our lives, improve our productivity in daily work, and provide us with...
FIT5236Enterprise applications and architecture
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit develops your ability to create a blueprint that defines the IT structure and operation of business, maps the IT to the business processes, identifies gaps and potential innovations, and measures process improvements.
Semester 2Clayton
FIT5094Evolutionary decision support
No reviews yetUnitLevel 56 credit pointsInformation Technology
This unit provides you with an understanding of the development and use of information systems that support decision makers, especially managers. You will learn of the nature of decision-making and decision theories and how these affect...
Semester 1ClaytonMalaysia