Why choose APU?
Dual Degree
APU-DMU Dual Degree Programme
Latest Technologies
More Than Just A Data Science And Business Analytics Master Programme
APU's MSc in Data Science and Business Analytics programme is designed to provide you an edge with the latest technologies that are in line with the Industrial Revolution 4.0.
Requirements
Entry Requirements
- Bachelor’s degree in Computing or related fields with a minimum CGPA of 2.50, or its equivalent qualification as accepted by the Senate.
- Bachelor’s degree in Computing or related fields with a minimum CGPA of 2.00 and not meeting a CGPA of 2.50 can be accepted, subject to a rigorous internal assessment.
- Bachelor’s degree in non-related fields with a minimum CGPA of 2.00 as accepted by the Senate and with relevant working experience, subject to a rigorous internal assessment.
- Bachelor’s degree in non-related fields with a minimum CGPA of 2.00 as accepted by the Senate and without relevant working experience, subject to passing pre-requisite courses.
*Applicants without a Computing-related Bachelor’s degree must pass the pre-requisite modules to continue with the Master’s Degree.
Note: The above entry requirements may differ for specific programmes based on the latest programme standards published by Malaysian Qualifications Agency (MQA).
- IELTS : 5.5
What We Teach
This programme is specifically designed to provide:
Knowledge and applied skills in data science, big data analytics and business intelligence.
Overall understanding of the impact of data science upon modern processes and business.
Exposure towards data science tools and techniques, as well as methods of data collection and utilisation, to turn data into useful information via various processes.
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The Benefits of the Programme
In addition to the degree award, a Joint Professional Certification will be offered by SAS Institute, USA.
30% of the curriculum will allow for mini projects assessed as in-course work allowing for practical skills development in Data Analytics.
The curriculum covers a wide range of subject matter from Analytical Technologies, Exposure to tools such as R & SAS Modelers, Data Visualisation, Customer/User Behavioural Studies, Forecasting Methods and to Presenting the Business Intelligence reports.
External Programme Annual Reviews by International University Partners.
Programme Support by an Industry Advisory Panel involving data analytical experts from Petronas ICT, RedTone, SharePoint, CyberSecurity Malaysia, Maxis, IBM, Microsoft, Fusionex and Axiata.
Research opportunities via APU’s Centre of Analytics - APCA.
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Who Should Attend
This programme is designed to provide students with knowledge and applied skills in data science, big data analytics and business intelligence. It aims to develop analytical and investigative knowledge and skills using data science tools and techniques, and to enhance data science knowledge and critical interpretation skills. Students will understand the impact of data science upon modern processes and businesses, be able to identify, and implement specific tools, practices, features and techniques to enhance the analysis of data.
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Modules & Project
The programme comprises of 11 coursework modules (including Research Methodology module) and a Capstone Project (2 parts).
PRE-REQUISITE MODULES
(FOR NON-COMPUTING STUDENTS: DURATION: 1 MONTH (FULL-TIME) / 4 MONTHS (PART-TIME))- Introduction to R-programming
- Statistics
- Database for Data Science
- Programming in Python
CORE MODULES
- Big Data Analytics & Technologies
- Data Management
- Business Intelligence Systems
- Research Methodology for Capstone Project
- Applied Machine Learning
- Data Analytical Programming
- Multivariate Methods for Data Analysis
- Capstone Project 1
- Advanced Business Analytics and Visualisation
- Capstone Project 2
SPECIALISATION MODULES (CHOOSE 1 PATHWAY ONLY)
Pathway 1 (Business Intelligence):
- Behavioural Science, Social Media and Marketing Analytics
- Time Series Analysis and Forecasting
- Strategies in Emerging Markets OR Multilevel Data Analysis OR Operational Research and Optimization
Pathway 2 (Data Engineering):
- Cloud Infrastructure and Services
- Deep Learning
- Natural Language Processing OR Building IoT Applications OR Data Protection and Management
* Specialisation modules may be pre-selected for students at the beginning of the semester. If students wish to change these pre-selected elective modules, they can choose from the available modules offered in the semester OR among the intensive delivery modules - however such changes may prolong the study duration.
Facilities at APU
The APU Centre Point & Atrium serves as a melting pot of cultures from all over the world. Here, cultural activities are organised regularly at the campus, fostering long-lasting intercultural relationships among APU students, who come from over 130 countries.
JOINT PROFESSIONAL CERTIFICATION BY TIBCO SOFTWARE INC.
Upon completion of the MSc in Data Science & Business Analytics programme, in addition to their Masters Degrees, students will receive a professional certificate from TIBCO Software Inc. TIBCO is amongst the global leaders in Integration, Data Management and Analytics platforms that has a global clientele. In addition to the certification, TIBCO, as APU’s industry partner, has provided all students & lecturers with complimentary access to the TIBCO Spotfire software for academic purposes. Students are utilizing the software to perform tasks & projects related to data analytics.
TIBCO certification is awarded to students who complete:
- Business Intelligence Systems
- Applied Machine Learning
- Deep Learning
SAS - APU JOINT CERTIFICATE IN DATA SCIENCE AND BUSINESS ANALYTICS
APU and SAS have signed an MoA in partnership to develop Data Scientists in Malaysia. SAS also has endorsed the UG and PG level programmes in Data Analytics by providing tools and educational material support for learning and research purposes. All UG and PG Data Analytics graduates will receive a Joint Professional Certificate from SAS.
In addition, students will be awarded an e-Badge, to feature this achievement on their CV and LinkedIn profiles.
WHY STUDY MSC IN DATA SCIENCE AND BUSINESS ANALYTICS?
Source: https://www.mushroomnetworks.com/
Graduates will be equipped with knowledge, skills and experience in three major dimensions: Strategic and Commercial application, “hands-on” ICT skills and Statistics & Analytics. The programme is not merely analytics-oriented, but develops the ability to use analytics to drive key success metrics related to yield management and revenue generation in practically any business domain. There is a tremendous requirement for Data Scientists and Big Data Specialists worldwide now and in the future, with hundreds of thousands of new job opportunities emerging globally. In Malaysia alone, by the year 2020 this need is expected to reach at least 15,000 professionals.
“The number of jobs requiring Data Science skills is expected to grow by 27.9 percent by 2026.”
- US Bureau of Labor Statistics
THE MALAYSIA BIG DATA VISION - DEMAND FOR DATA SCIENCE PROFESSIONALS
“By the year 2020, it is envisioned that Malaysia will need to reach 15,000 Data Professionals”
- Multimedia Development Corporation (MDeC)
“12,000 Big Data scientists are needed within the next five years to spur Malaysia's data-driven economy”
- Datuk Seri Idris Jusoh, Higher Education Minister (September 2015)
“We have partnered with five universities in Malaysia to embed analytics into their computer science curriculum. Also, we are working with these universities to upgrade the syllabus to produce data scientists to address future needs”
- Paul Moung, Managing Director of IBM Malaysia
TURNING BIG DATA INTO VALUE - 4Vs
Source: MDeC Presentation on Big Data from 2015 APU's Big Data Week Launch
Dream Big: Think BIG - Reasons to Study BIG Data:
- “The United States alone faces a shortage of 140,000 to 190,000 people with analytical expertise and 1.5 million managers and analysts with the skills to understand and make decisions based on the analysis of big data.” - McKinsey Report on BIG DATA
- “Starting salaries for data scientists have gone north of $200,000” - Bloomberg
- “The Whitehouse Administration is investing $200 Million into big data research projects” - Mushroom Networks
- “Data scientists are the new superheroes,” says Pascal Clement, the Head of Amadeus Travel Intelligence in Madrid
- “Malaysia needs additional 12,000 Data Scientists” - Ministry of Education
- “Data Scientist: The Sexiest Job of the 21st Century.” - Harvard Business Review
Source: https://hbr.org/2012/10/data-scientist-the-sexiest-job-of-the-21st-century
https://www.mckinsey.com/business-functions/mckinsey-digital/our-insights/big-data-the-next-frontier-for-innovation
https://www.bloomberg.com/news/articles/2015-06-04/help-wanted-black-belts-in-data
https://www.mushroomnetworks.com/
DATA SCIENCE @ APU - FORTIFIED THROUGH PARTNERSHIPS
The programme has been carefully designed by APU with inputs and content from our partners, comprising major technology and software solutions providers, university partners as well as industry organisations who use analytics for strategic and competitive advantage.
The strength of these partnerships ensures that the programme comprehensively addresses all key stakeholders – Technology providers, Employers, Government as well as Students – in its learning outcomes, curriculum content, delivery and assessment. Students also obtain certification jointly issued with industry partners, which would certainly give them a head start in the exciting world of Big Data.
Furthermore, APU is also poised to become a frontrunner in analytics research through the establishment of the Asia Pacific Centre of Analytics (APCA), through which research activities will be undertaken to challenge boundaries in the application of analytics.
Graduates from this programme will not only gain an academic qualification from APU, but would also automatically attain a Globally Recognised Professional Industry Certification from SAS. Along the way, graduates would also gain exposure to industrial workshops led by experts from the industry, providing a valuable gateway into future careers.
Ready, Set, Go.
Whether you are locals or traveling here, we have the options for you to pursue your dreams.
RM40,800
Total for Malaysian
RM 44,800
(USD 10,180)
Total for International
Programme code : (R/0613/7/0012)(10/25)(MQA/FA8020)
All information is correct at the time of publication, but is subject to change in the interest of continuing improvement.
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