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Every unit, course, major, minor and specialisation in the Monash handbook, with requisite maps and course structures.
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
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
LEO5312Data reporting, presentation, and dashboards
No reviews yetUnitLevel 56 credit pointsBusiness and Economics
Data reporting and presentation plays a vital role in the data analytics cycle. This unit develops advanced skills in the use of Power BI for the exploration, analysis, and presentation of data for decision making. Specifically, it...
Monash Online
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
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
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
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