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
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
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...
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
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
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
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