Data Science Major – Bachelor of Computer and Information Sciences
Computer Science
A course by
AUT
Study data science as a major within the Bachelor of Computer and Information Sciences at AUT and prepare for in-demand careers such as data analyst, data scientist, or data engineer.
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Core skills this course teaches
Develop technical expertise in data science
Gain skills in computing, statistical modelling, and machine learning with the ability to design and implement data-driven solutions.
Analyse and manage data
Prepare, manage and extract knowledge from data; use modelling and prediction to solve organisational problems.
About This Course
The Data Science Major in AUT's Bachelor of Computer and Information Sciences prepares students for high-demand roles in data analysis, data science, and data engineering. Students learn to manage, prepare and extract knowledge from data, perform modelling and prediction, and use data-driven techniques in computing. The programme includes foundational computing, programming, statistics for data science, forecasting, AI, data mining, and a workplace project for an industry client or research centre.
Course Content
- Programming Concepts and Techniques (COMP500)
- Computing Technology in Society (COMP501)
- IT Project Management (COMP507)
- Database System Design (COMP508)
- Mahitahi/Collaborative Practices (DIGD507)
- Mathematics for Computing (MATH503)
- Data Analysis (COMP517)
- Foundations of Data Science (COMP615)
- Statistics for Data Science (COMP616)
- Forecasting (STAT603)
- Data Structures and Algorithms (COMP610) or Combinatorics and Graph Theory (COMP613)
- Artificial Intelligence (COMP717)
- Data Mining and Knowledge Engineering (COMP723)
- Text and Vision (COMP700) or Nature Inspired Computing (COMP701)
- Workplace experience/Research and Development Project
Entry Requirements
University Entrance or equivalent
Build towards these roles
Data analystData scientistData engineer
Build skills in these industries
Information TechnologyBusiness AnalyticsData EngineeringSoftware Development
