Master of Data Science

2 Years On Campus Masters Program

Edith Cowan University

Program Overview

The Master of Data Science at Edith Cowan University (ECU) is designed for students who want to develop advanced skills in data analysis, statistics, programming, machine learning, and data-driven problem solving. The 2-year, 180-credit-point program combines mathematics, statistics, computer science, artificial intelligence, and practical data science applications.

Curriculum Structure:

In the first year, students develop foundational knowledge through Programming Principles, Biostatistics, Mathematical Fundamentals, Applied Multivariate Statistics, Science Communication and Ethics, and Artificial Intelligence. These units build strong technical, mathematical, statistical, and ethical foundations for data science.

In the second year, students advance their skills through Machine Learning, Systems Analysis and Database Design, and Time Series Forecasting. In the final semester, students complete a 60-credit-point Postgraduate Science Project or, with approval, a Professional Placement, allowing them to apply their knowledge to a substantial data science project or workplace environment.

Focus Areas: Data science, programming, biostatistics, mathematical modelling, multivariate statistics, artificial intelligence, machine learning, databases, time series forecasting, data analysis, and ethical data use.

Learning Outcomes: Analyse complex data science problems, apply advanced statistical and technical methods, design data-driven solutions, communicate and collaborate effectively, conduct substantial data science projects, and apply ethical principles to data collection, storage, analysis, and use.

Professional Alignment (Accreditation): The program is an AQF Level 9 Master's Degree (Coursework) and provides advanced preparation for professional practice in data science and related fields.

Reputation (Employability Rankings): The program provides strong practical and work-oriented learning, with the option to complete a semester-long professional placement within a host organisation. Graduates can pursue roles such as Data Scientist, Data Analyst, Machine Learning Scientist, Statistician, Informatician, and Computational Scientist, with opportunities to continue to PhD-level study.

Experiential Learning (Research, Projects, Internships etc.)

At Edith Cowan University (ECU), the Master of Data Science program is designed to provide students with hands-on experience that is essential for success in the rapidly evolving field of data science. Students will engage in practical learning through a variety of projects, internships, and access to state-of-the-art facilities and tools. This experiential learning approach ensures that you not only understand theoretical concepts but also apply them in real-world scenarios, preparing you for a successful career.

Here are some key aspects of the experiential learning opportunities available in the Master of Data Science program at ECU:

- Industry-Linked Projects: Collaborate with industry partners on real data science projects, allowing you to apply your skills to solve actual business problems.
- Internship Opportunities: Gain valuable work experience through internships that connect you with leading organizations in the data science field.
- Access to Advanced Software: Utilize industry-standard software tools such as Python, R, SQL, and Tableau, which are essential for data analysis and visualization.
- Dedicated Laboratories: Work in specialized labs equipped with the latest technology for data analysis, machine learning, and big data processing.
- Group Projects: Engage in collaborative projects with fellow students, fostering teamwork and enhancing your problem-solving skills.
- Research Institutes: Benefit from ECU's strong research focus, with opportunities to participate in cutting-edge research initiatives in data science.
- Library Resources: Access extensive library resources, including databases and journals, to support your studies and research projects.
- Workshops and Seminars: Participate in workshops and seminars led by industry experts, providing insights into current trends and practices in data science.

Progression & Future Opportunities

Graduating with a Master of Data Science from Edith Cowan University (ECU) opens up a world of opportunities in a rapidly growing field. Our graduates are well-prepared for roles such as Data Analyst, Data Scientist, Business Intelligence Analyst, and Machine Learning Engineer. With the increasing demand for data-driven decision-making across industries, your skills will be highly sought after.

Here’s how ECU supports your journey towards a successful career in data science:

- Career Services: ECU offers dedicated career support, including resume workshops, interview preparation, and networking events with industry professionals.
- Employment Statistics: ECU boasts an impressive employment rate, with over 90% of graduates finding work within six months of completing their degree. The average salary for data science professionals in Australia is around AUD 100,000, with potential for growth as you gain experience.
- University–Industry Partnerships: ECU collaborates with leading companies such as IBM and Microsoft, providing students with real-world projects and internship opportunities that enhance your learning experience and employability.
- Accreditation: The Master of Data Science program is accredited by the Australian Computer Society, ensuring that your qualification is recognized and valued in the industry.
- Graduation Outcomes: Our graduates have gone on to work for top organizations, contributing to innovative projects and making impactful decisions based on data analysis.

Further Academic Progression: After completing your Master of Data Science, you may choose to further your studies by pursuing a PhD in Data Science or a related field. This advanced research opportunity can lead to academic positions, specialized roles in industry, or even consulting opportunities, allowing you to contribute to cutting-edge developments in data science.

Choosing to study at ECU not only equips you with the necessary skills but also connects you with a vibrant community and a wealth of resources to help you succeed in your career.