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Every unit, course, major, minor and specialisation in the Monash handbook, with requisite maps and course structures.
MGX4200Data analysis for organisational research
No reviews yetUnitLevel 46 credit pointsBusiness and Economics
Graphical and multivariate data analysis techniques to communicate information derived from large scale survey data. Desktop and mainframe information technology is integrated to analyse data from various surveys. Teaching strategies...
Semester 2Caulfield
STA2216Data analysis for science
No reviews yetUnitLevel 26 credit pointsScience
This unit is designed to develop an understanding of some of the most widely used methods of statistical data analysis, from the viewpoint of the user, with an emphasis on planned experiments. You will become familiar with at least one...
Semester 2Malaysia
ETF2121Data analysis in business
No reviews yetUnitLevel 26 credit pointsBusiness and Economics
This unit provides an overview of fundamental tools of data and statistical analysis used in the Business and Economics disciplines. The methods covered are widely used in industry and academia, providing the necessary foundation for more...
Semester 1Semester 2Caulfield
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
ECC3479Data and evidence in economics
No reviews yetUnitLevel 36 credit pointsBusiness and Economics
In this unit, you will learn how to formulate compelling economic questions and effectively select, organize, and apply appropriate data and analytical methods. You will develop critical thinking skills, enabling you to evaluate suitable...
Semester 1Clayton
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
FIT3171Databases
Rated 5.0 out of 5 from 1 reviewUnitLevel 36 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...
Summer BClayton
ITI2094Databases
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...
ADS1001Data challenges 1
No reviews yetUnitLevel 16 credit pointsScience
This is the first in a series of data challenges units which collectively develop a broad range of knowledge and transferable skills through studio-based learning, applied problem-solving and the exploration of a broad diversity of...
Semester 1ClaytonMalaysia
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
ADS2001Data challenges 3
No reviews yetUnitLevel 26 credit pointsScience
This is the third in a series of Data Challenges units which builds on industry-relevant data science case studies explored during the first two semesters of the course. Team-based learning is used to further develop and apply the suite of...
Semester 1ClaytonMalaysia
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
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
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
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...
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...