Course Overview

About This Course

Download course brochure Demand for data scientists continues to grow as organisations in industries from science to health to business and beyond seek specialists who can extract meaning and insights from rapidly expanding data streams available in today's workplace. UNE's Graduate Diploma of Data Science will expand your skills so you can solve complex and challenging problems, innovate and gain competitive advantages by building intelligent systems and bringing structure to large and diverse data sets. Why study the Graduate Diploma in Data Science with UNE? If you have a bachelor degree in an area other than data science, statistics or computing, our course will equip you with the in-depth technical skills to future proof your career in this booming profession. Whether you already work with data and want to upskill, or you have a different background and wish to change direction our graduate diploma will provide you with the required knowledge and practical skills to analyse and manage data and to solve complex and challenging problems. Our course will also enable you to pursue a range of data science careers or continue to further studies. We’re highly rated – year after year, students award UNE 5-star ratings in The Good Universities Guide for Overall Experience and Student Support, so when you study with us, you know you are in good hands. What makes our course different? Our course extends your knowledge beyond being able to apply technologies, to really understanding how they work. You will hone your skills in areas critical to data science such as statistics, software development and database development. You will have opportunities to: Choose from a broad range of relevant units, allowing you to tailor your studies to meet your learning and career goals. Work with industry-leading programming languages such as R, Python and Matlab. Gain in-depth knowledge and skills in developing sophisticated data systems such as databases, machine learning and artificial intelligence. Hone your communication skills to more effectively gather requirements for data analysis strategies and present complex scientific concepts to collaborators and expert audiences. Apply your knowledge of data science, statistics and software development to real-world problems. Study online or on campus in Armidale, allowing you to balance your studies with your other work and personal commitments. Continue your studies by progressing to the Master of Data Science . Study online Most of our students choose to study online across three study periods with 24/7 tutor support* and fit study around work and family commitments. Uniquely, our online students are mostly over 30 and bring valuable experience with them. They form a community of adults juggling the same challenges and priorities and who bring their life and work experience together at UNE in order to become future-fit and better respond to a rapidly changing world. Study on campus Many of our students choose to take advantage of the on-campus lifestyle in Armidale, in the beautiful New England region, with access to unparalleled support, accommodation and sporting facilities. These students are often starting their first degree and have left school recently. Through access to academic and career support they get a fantastic start to their careers.

24/7 tutor support includes: essay feedback (within 24 hours); live chat 24/7 for generic feedback on academic writing; and subject-specific help at a foundation or first-year level for subjects including mathematics, chemistry, biology, physics, business, accounting, microeconomics, macroeconomics and statistics. There are also a wide range of workshops, resources and courses available in academic skills support to assist you and help you to succeed. Show more

Where You Can Study

Available Locations

Sydney

211 Church St, Parramatta, NSW 2150

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Eligibility

Entry Requirements

General Requirements

Select the option that best describes you. I want to study on campus If you are an international applicant who wants to study on campus in Australia: You will need to meet both the Academic and English Language Requirements to gain admission into this course. Meeting academic requirements means we review what you have already studied to see if you have the results needed for admission to your preferred course. You can apply for this course if you have completed a Bachelor qualification (AQF Level 7 or overseas equivalent) in any discipline. If you are admitted on this basis, you will be eligible for admission under standard entry. Please see the Course Structure (Program of Study). Please note: all admissions are subject to UNE’s Admission, Credit and Enrolment Policy . Please read and familiarise yourself with the details of the policy. See our Glossary for help with university terms. English Language Requirements When applying you may be required to show how you satisfy the English Language Requirements for this course. International applicants, please note: You may also need to show evidence of your English language proficiency to the Department of Home Affairs if you are applying for a Student Visa. Additional requirements for all applicants These requirements are in addition to the entry requirements above. Inherent Requirements You must meet the Inherent Requirements in order to complete this course. Visa Information On-Campus study If you would like to study full-time in Australia at one of UNE's campuses, you will need to have a visa that allows you to study. For most international students this visa will need to be a Student Visa . The Australian Department of Home Affairs has further information about visa eligibility and conditions. I want to study online If you are an international applicant who wants to study online (overseas or in Australia): You will need to meet both the Academic and English Language Requirements to gain admission into this course. Meeting academic requirements means we review what you have already studied to see if you have the results needed for admission to your preferred course. You can apply for this course if you have completed a Bachelor qualification (AQF Level 7 or overseas equivalent) in any discipline. If you are admitted on this basis, you will be eligible for admission under standard entry. Please see the Course Structure (Program of Study). Please note: all admissions are subject to UNE’s Admission, Credit and Enrolment Policy . Please read and familiarise yourself with the details of the policy. See our Glossary for help with university terms. English Language Requirements When applying you may be required to show how you satisfy the English Language Requirements for this course. International applicants, please note: You may also need to show evidence of your English language proficiency to the Department of Home Affairs if you are applying for a Student Visa. Additional requirements for all applicants These requirements are in addition to the entry requirements above. Inherent Requirements You must meet the Inherent Requirements in order to complete this course. Visa Information Online study in your own country If you would like to study online with UNE while you reside outside of Australia you do not need a Student Visa . If your course requires you to visit Australia to attend any mandatory study requirements, you would need to explore Visitor Visa options for a short-term stay. Online study in Australia If you would like to study online with UNE while you are residing in Australia, you will need to hold a visa (other than a Student Visa) that allows you to study. If you are unsure if your visa allows you to study, you can check with UNE's International Admissions team. If you hold a Student Visa you cannot study completely online; you must be enrolled as an on-campus student (although you can study a limited number of online units). Supporting documents Some courses require you to provide documentary evidence, or interviews to support your application. The following documents are required to support your application: A certified academic transcript of your completed qualification. Proof of identity and citizenship. This can be a certified/notarised copy of the photo page of your passport, or another form of official photo identification that lists your full personal details including name and date of birth; for example, a foreign government identity card. Evidence of English Language Requirements satisfied. If you have completed a UNE-approved formal English test within the last two years, you must provide a copy of the test results with your application. Please see UNE’s English Language Requirements above for further information. Advanced standing and credit for prior learning Advanced Standing is credit or recognition of your previous study, work and/or life experience. This can reduce the cost and length of your studies. Individual Unit Advanced Standing If you are admitted into this course and believe you have already completed the equivalent of one or more of the units in your Course Structure (Program of Study) within the last ten years, you can apply for Individual Unit Advanced Standing. > Learn how to apply for Individual Unit Advanced Standing You can apply for this course if you have completed a Bachelor qualification (AQF Level 7 or overseas equivalent) in any discipline. If you are admitted on this basis, you will be eligible for admission under standard entry. Please see the Course Structure (Program of Study). Please note: all admissions are subject to UNE’s Admission, Credit and Enrolment Policy . Please read and familiarise yourself with the details of the policy. See our Glossary for help with university terms. Additional requirements for all applicants These requirements are in addition to the entry requirements above. English Language Requirements When applying you may be required to show how you satisfy the English Language Requirements for this course. Inherent Requirements You must meet the Inherent Requirements in order to complete this course. Supporting documents Some courses require you to provide documentary evidence, or interviews to support your application. The following documents are required to support your application: A certified academic transcript of your completed qualification. Advanced standing and credit for prior learning Advanced Standing is credit or recognition of your previous study, work and/or life experience. This can reduce the cost and length of your studies. Individual Unit Advanced Standing If you are admitted into this course and believe you have already completed the equivalent of one or more of the units in your Course Structure (Program of Study) within the last ten years, you can apply for Individual Unit Advanced Standing. > Learn how to apply for Individual Unit Advanced Standing

Career & Study Pathways

Where this takes you

Career Opportunities

Career outcomes Data science is a rapidly growing area of employment with outstanding career opportunities for professionals with postgraduate qualifications. You could consider positions such as: data scientist business intelligence analyst data engineer or architect data strategist healthcare data manager research scientist. Other career information Demand for qualified data science professionals is growing rapidly in Australia and worldwide. Seek.com.au projects there will be 12.4 per cent jobs growth for data scientists over the next five years in Australia, and graduates can expect annual salaries of around $130,000.

Quality & Recognition

Accreditation & Migration

Academic Regulator

TEQSA

Professional Body

Australian Computer Society (ACS)

Accreditation Status

Accredited

Skills Assessor

ACS

Course Content

Units of Competency

All Units32 units

COSC110

Introduction to Programming and the UNIX Environment

Core unit – 6 credit points

COSC210

Database Management Systems

Core unit – 6 credit points

STAT100

Introduction to Statistical Modelling

Core unit – 6 credit points

STAT410

Statistical Modelling and Experimental Design

Core unit – 6 credit points

AMTH250

Computational Mathematics

Listed unit – 6 credit points

AMTH405

Mathematics for Machine Learning and Artificial Intelligence

Listed unit – 6 credit points

COSC230

Data Structures and Algorithms

Listed unit – 6 credit points

COSC240

Operating Systems

Listed unit – 6 credit points

COSC250

Programming Paradigms

Listed unit – 6 credit points

COSC260

Web Programming

Listed unit – 6 credit points

COSC481

Cryptography

Listed unit – 6 credit points

COSC510

Software Project Management

Listed unit – 6 credit points

COSC530

Parallel and Distributed Computing

Listed unit – 6 credit points

COSC540

Computer Networks and Network Security

Listed unit – 6 credit points

COSC550

Artificial Intelligence

Listed unit – 6 credit points

COSC551

Deep Learning

Listed unit – 6 credit points

COSC552

Reinforcement Learning

Listed unit – 6 credit points

COSC560

Advanced Web Programming

Listed unit – 6 credit points

COSC570

User Experience and Interaction Design

Listed unit – 6 credit points

COSC572

Management Information Systems

Listed unit – 6 credit points

COSC580

Algorithms in Machine Learning

Listed unit – 6 credit points

COSC581

Information Privacy

Listed unit – 6 credit points

GISC334

Introduction to GIS and Spatial Thinking

Listed unit – 6 credit points

GISC433

Spatial Analysis and Modelling

Listed unit – 6 credit points

GISC436

Remote Sensing and Image Analysis

Listed unit – 6 credit points

GENE552

Genomic Analysis and Bioinformatics

Listed unit – 6 credit points

HSHM543

Information and Knowledge Management in Healthcare

Listed unit – 6 credit points

PA435

Precision Agriculture

Listed unit – 6 credit points

SCI410

Introduction to Scientific Programming

Listed unit – 6 credit points

SCI495

Science Research Project

Listed unit – 12 credit points

STAT520

Advanced Statistical Modelling

Listed unit – 6 credit points

STAT430

Statistical Learning

Listed unit – 6 credit points

Common Questions

Frequently Asked Questions

What are the entry requirements for the Graduate Diploma in Data Science?

You can apply for this course if you have completed a Bachelor qualification (AQF Level 7 or overseas equivalent) in any discipline — a background specifically in data science, statistics or computing is not required. English Language Requirements must also be met.

How much does the Graduate Diploma in Data Science cost?

Estimated fees for a typical full-time year of study (48 credit points) are: Commonwealth Supported Place (quotas apply) – $8,113; Full Fee (no government subsidy) – $24,384; International – $35,808. An estimated amenities fee of $373 per year also applies for full-time students. Costs depend on the units you choose as individual unit fees vary.

Can I study this course online or do I need to attend campus?

The course is available both online and on campus. Online study is available across all three trimesters (February, June, and October). On-campus study at the Armidale Campus is available in Trimester 1 (February) and Trimester 2 (June). Most students choose to study online with 24/7 tutor support and fit study around work and family commitments.

What programming languages and technologies will I work with in this course?

You will work with industry-leading programming languages such as R, Python and Matlab, and gain in-depth knowledge and skills in developing sophisticated data systems such as databases, machine learning and artificial intelligence.

Can I progress to further studies after completing the Graduate Diploma in Data Science?

Yes, upon completing the Graduate Diploma in Data Science you can continue your studies by progressing to the Master of Data Science at UNE.

Application

How to Apply

Three simple steps to get enrolled

Step 01

Enquire

Click "Enquire Now" and tell us a little about yourself. It's free and takes 2 minutes.

Step 02

Submit Documents

Our team will guide you on exactly which documents to prepare and submit.

Step 03

Get Enrolled

Receive your offer letter and confirm your enrolment. Welcome to the course!

Processing time: Offer letter issued within approximately 1 business days.

Course Snapshot

Salary, careers & skills

Typical Salary

Entry-level (0-2 years)AUD $70,000 to $90,000 per year

Early Career (2-5 years)AUD $90,000 to $115,000 per year

Mid-Level (5-10 years)AUD $115,000 to $160,000 per year

Career Paths

Data ScientistData AnalystBusiness Intelligence (BI) AnalystMachine Learning EngineerData Engineer

Key Skills

Programming in Python and R for data analysis, modelling, and automationSQL and database querying for data extraction and managementMachine learning algorithm development and model trainingStatistical analysis and hypothesis testingData visualisation using tools such as Tableau and Power BI

Full Course Overview

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Graduate Diploma in Data Science

About This Course

Available Locations

Entry Requirements

Where this takes you

Accreditation & Migration

Units of Competency

Frequently Asked Questions

How to Apply

Hear From the Students