Search units & courses
Every unit, course, major, minor and specialisation in the Monash handbook, with requisite maps and course structures.
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
DASC-MAJData science
No reviews yetArea of studyMajorUndergraduate48 credit pointsInformation Technology
Data science develops the mathematical, statistical and computational capability needed to work with data across the full analytical lifecycle. You will study discrete mathematics, calculus and linear algebra, data science fundamentals,...
DASC-MINData science
No reviews yetArea of studyMinorUndergraduate24 credit pointsInformation Technology
Data science addresses aspects of how to capture, manage and use the huge volumes of data generated by businesses, organisations and science in the Information Age. This minor spans technical areas such as programming and databases,...
DASC-USPECData science
No reviews yetArea of studySpecialisationUndergraduate30 credit pointsInformation Technology
Data science addresses aspects of how to capture, manage and use the huge volumes of data generated by businesses, organisations and science in the information age. This specialisation spans technical areas such as programming and...
FIT3220Data science in practice: Project 1
No reviews yetUnitLevel 36 credit pointsInformation Technology
This unit is the third stage of the Data Science practice program. You will continue working within a student-led company, contributing to real projects, products or services that use data to support insight, modelling, communication or...
FIT3221Data science in practice: Project 2
No reviews yetUnitLevel 36 credit pointsInformation Technology
This unit is the capstone unit in the Data Science practice stream and, for most students, the final stage of the Monash IT Industry Practice Program. You will make a substantial individual contribution to a student-led company through...
FIT2136Data science in practice: Project practices and management
No reviews yetUnitLevel 26 credit pointsInformation Technology
This unit is the second stage of a cohesive, multi-unit practice program in which you continue working within your student-led company and take greater responsibility for contributing to real projects, products and services. Building on...
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
FIT2179Data visualisation
No reviews yetUnitLevel 26 credit pointsInformation Technology
Data visualisation is a powerful technique that allows us to use our visual system to understand data. Interactive data visualisation is now common in business, engineering and design and the social and physical sciences. This unit...
Semester 1ClaytonMalaysia
FIT3179Data visualisation
No reviews yetUnitLevel 36 credit pointsInformation Technology
Data visualisation is a powerful technique that allows us to use our visual system to understand data. Interactive data visualisation is now common in business, engineering and design and the social and physical sciences. This unit...
Semester 1Clayton
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
FIT2112Deep learning
No reviews yetUnitLevel 26 credit pointsInformation Technology
Deep learning sits behind many of the most visible advances in modern artificial intelligence, from computer vision and natural language processing to generative systems and decision support. This unit develops the conceptual and practical...
Semester 2ClaytonMalaysia
FIT3181Deep learning
No reviews yetUnitLevel 36 credit pointsInformation Technology
Deep learning (DL) has been fuelling Artificial Intelligence (AI) and the Fourth Industrial Revolution in recent years. The success of DL in many applications, including generative AI such as ChatGPT or DALL·E, has gained rocketed...
Semester 2ClaytonMalaysia
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)