Discussion on R and Python – the standard tools for open source analytics today; The Case for Analytics in the Cloud (Public or On Premise), Data Analytics Project Management and Setup, Discussion on Setting up a Centre of Excellence for Analytics, Privacy, Ethics and Biases in Data Science, A Data Visualization Journey with Tableau, All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. The NUS Masters of Science in Business Analytics offered by NUS Business Analytics Centre provide rigorous programmes for enthusiastic change-makers who are eager to craft a career as … SSG Course Code CRS-N-0051502 Level Intermediate Requirements Bachelor’s Degree in Science, Technology, Engineering or Mathematics (STEM) Course Fees SGD3,049.50 incl. She has a passion for engaging and inspiring working professionals at all … Julian Lin is a Senior Lecturer in Cybersecurity and Data Analytics with School of Continuing and Lifelong Education (SCALE) at the National University of Singapore (NUS). Opinions / 观点: Live streaming industry and internet-based business model in China (Chinese Business Center at NUS, in Chinese). Non NUS alumni may apply too. Strategic Technology Management Institute. Our stackable modules give learners the ability to choose the exact set of skills they want to master. Analytics & Operations; Finance; Management & Organisation; Marketing; Strategy & Policy; Programmes. His strong passion in data analytics and data science can be seen through his involvement in data analytics interest groups, being a Co-founder of DataScience.Sg and former Working Committee Chairman of SAS User Group Singapore and Data Ambassador for one of the DataKind SG project. DSC2006 Operations Management. His data analytics experience range from a wide variety of business functions and industries, gathered from talking to companies or working on data analytics projects. Resource management is a fundamental design issue for big data processing systems in the cloud. Recently, Julian was ranked 6th in the Microsoft Data Science Capstone Competition. Terms and Conditions apply. NTUC members enjoy 50% of the unfunded course fee support for up to $250 each year for courses supported under UTAP (Union Training Assistance Programme). In her capacity as a lecturer, Bee Luan was involved in developing FutureReady certification courses and conducting SkillsFuture for Digital Workplace courses for the adult learners in the banking and aviation industries. Many success stories have been shared on how data analytics can help organizations make better decisions, including understanding their customers better, predicting outcomes, understanding public sentiments on the social media, and optimizing resources to achieve the best results. She also holds a Master in Business Administration in Strategic Management from the Nanyang Technological University and had obtained a Certificate in Teaching & Learning (Higher Education). Managers have to lead their organisations by setting the direction and the strategies on how data analytics can be applied in the various parts of the organisation to harness value from the data. to model business outcomes Build expertise with a specialisation. His research interest lies in how data science can help organisations and businesses to be more efficient and effective. Prerequisites: There are no prerequisites for this programme. Different resource allocation policies can have significantly different impacts on performance and fairness. She has a passion for engaging and inspiring working professionals at all levels by applying the theory to real world business applications. This course is designed for IT professionals to better understand data analytics and how to support and manage the technology and data. The NUS Business Analytics programme can help professionals leverage their organisation’s data to gain insights and make informed decisions. She has particular experience in tackling complex challenges through applied research and education. In this chapter, we first make an overview of existing big data processing and resource management systems. for undergraduates (2015-now) for masters (2018-now) Descriptive Analytics with R for undergraduates (2019, 2020) Faculty page at NUS Business School. IT managers Project Managers and Engineers who are managing information technology and computer systems in their organisations have to play the lead role in shaping the direction and planning the strategies on data infrastructure, platform, process and operations. Main Menu. This programme provides an exploratory tour of big data, data analytics, data science, machine learning and artificial intelligence. Learn big data and data mining techniques . At the end of the course, you will be able to: Data Analytics Project Best Practices Dr Guo holds a PhD in Marketing from University of Exeter, an MBA from University of Adelaide and a BA in Literature from Beijing Normal University. Opinions / 观点: Live streaming industry and internet-based business model in China (Chinese Business Center at NUS, in Chinese). He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. Predict customer behaviour with analytics. IDS coordinates and supports data science research initiatives across NUS. During his IT consultancy career, he oversaw the application and infrastructure projects in Amoseas,  Mannesmann Dematic Colby (Sydney), Alcatel (Sydney), and the University of New South Wales (UNSW) Faculty of Commerce and Economics. He has taught the Data Science courses, including Data Mining, Advanced Data Mining, AI, and Neural Networks since 2008 at both undergraduate and postgraduate levels. He also read widely on the different topics related to data science and artificial intelligence, keeping himself up-to-date with their development. Section 1: Introduction to Course and Python Fundamentals – In this introduction, an overview of key Python concepts is covered as well as the motivating factors for building industry professionals to learn to code. Please visit, MSc in Pharmaceutical Science & Technology, SGUS: Construction / Facilities Management, http://www.ssg.gov.sg/programmes-and-initiatives/training/enhanced-training-support-for-smes.html?_ga=2.154478072.1748789781.1519700056-512306731.1519700056, https://www.skillsconnect.gov.sg/sop/portal/e-Services/For%20Employers/AbsenteePayroll.jsp, https://www.wsg.gov.sg/programmes-and-initiatives/workfare-skills-support-scheme-individuals.html, Understand what is Big Data, Data Science/Analytics, Machine Learning and Artificial Intelligence, Describe and manage the Data Analytics process and workflow. Students who underwent the NUS Masters of Science in Business Analytics (MSBA) programme will be well-equipped with skills such as machine learning to excel in the data-analytics field across various industries such as finance, retail, information technology, supply chain, and healthcare. 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