Undergraduate Programmes; Graduate Programmes; Executive Education. Foundations of Business Analytics ; 5. 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. TGS-2020513791 (Classroom Learning) It introduces the various tools and techniques used by data science teams today. Click, Data Analytics and Visualisation for IT Managers. He also has studied Learning Management Systems, E-Learning, and E-Learning for workplaces since 2007. His research interest lies in how data science can help organisations and businesses to be more efficient and effective. She had provided consulting services to her clients to streamline their business processes and had successfully rolled out numerous company-wide Enterprise Resource Planning (ERP) projects for companies mostly in trading and manufacturing industries. Accordingly, a Business Analytics degree from NUS will provide you with the skills and expertise needed to build a career in today's fastest-growing and most exciting profession. The use of business analytics for modelling and decisions represents the future of best practices for tomorrow’s success companies. Teaching has always been her passion and Data Analytics is her new area of interest. With the aspiration of bridging the gap between research and practice, Dr Guo pursued her PhD in the UK, where she worked on large-scale research projects with Cambridge University Service Alliance, BAE Systems and China Mobile. Browse the latest online data analysis courses from Harvard University, including "Introduction to Digital Humanities" and "Causal Diagrams: Draw Your Assumptions Before Your Conclusions." 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. Managers, Data Analysts, Professionals, Executives and support staff involved in data collection, analysis and presentation for management decision making. Amirhassan Monajemi is a Senior Lecturer in AI and Data Science with the School of Continuing and Lifelong Education (SCALE) at the National University of Singapore (NUS). They must also manage schedules for future developments, and implement technological improvements of a company’s databases. She was also responsible for setting up Shanghai Office and promoting executive education programmes for NUS Business School in Greater China market. Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. Understand the various tools used for analysis and data platforms required to support the analytics process. Our stackable modules give learners the ability to choose the exact set of skills they want to master. GST (SSG subsidies available^) 1st run 25 – 27 November 2020 (21 hours) Due on the prevailing COVID-19 environment, classes will be conducted online. Data Management and Warehousing; 3. All organisations have an operations function that is primarily responsible for the production and delivery of their products and services. 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. A research-intensive university with an entrepreneurial dimension, NUS is ranked consistently as one of the world's top universities. 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. Ping Shung was a guest lecturer at NUS Institute of Systems Science and previously held an adjunct position in School of Information Systems, Singapore Management University. Please Note: There is a membership site you can get UNLIMITED BOOKS, … He often advised companies on the type of data analytics projects they can work on with their data and is a co-supervisor for many Masters students on their data analytics capstone projects. 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. Ping Shung was a facilitator for the IDA Data Science MOOC programme for 2 cohorts (over 300 professionals) and participated in Singapore's first Data Literacy Bootcamp which was co-organised by the IDA Singapore and The World Bank. As the world becomes ever more data-driven, analytical skills are in high demand but very short supply. 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 under the NUS co-operative education programme will need to take BT4011 Business Analytics Capstone Industry Project rather than BT4101. Note that the BT4101 project selection process takes place one semester ahead of the semester in which the students commence BT4101. Participants will typically be junior to mid-level professionals, managers, executives and technicians. This will dive into the use of powerful open source analytics tools such as R and Python, required and best practices in the set-up of a data analytics infrastructure, hiring and building a data science team, including the set-up of a Centre of Excellence for Analytics and data analytics project scoping. Ping Shung was a guest lecturer at NUS Institute of Systems Science and previously held an adjunct position in School of Information Systems, Singapore Management University. Analytics is the art and science of integrating data, modelling and computation to generate insights and decisions that add value. Big Data, Cloud Computing and the Predictive and Prescriptive Analytics needed for data-driven smart decisions and process automation – Use Case of Demand and Stock Planning Human-machine collaborative efforts, Augmented Intelligence and the future of work and skills needed in Industry 4.0 / Smart Economy – Use Case of Smart Retail Implementation He also read widely on the different topics related to data science and artificial intelligence, keeping himself up-to-date with their development. 31 Mar 2021 (Online), 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). 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. Ping Shung through his career has gathered much experience on statistical modeling, from working in the banks, supervising Masters students and doing education research. Dr Guo returned to Singapore and joined NUS as a faculty member in 2011. 15/04/2020 April 15, 2020 - 20/01/2021 Now Select date. Students will complete 5 essential modules to build a cross-disciplinary foundation for Business Analytics and engage in rigorous study beyond the assumed disciplinary borders. Ben Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. The proposed training is designed for managers covering several topics in the Data Analytics area. 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 … Wharton's three-month online program — Business Analytics: From Data to Insights — arms managers and leaders with the tools needed to break away from the pack. 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. With the aspiration of bridging the gap between research and practice, Dr Guo pursued her PhD in the UK, where she worked on large-scale research projects with Cambridge University Service Alliance, BAE Systems and China Mobile. Starting her career in Singapore as a marketing practitioner, Dr Guo worked across manufacturing, entertainment and education industries. Download HBR Guide to Data Analytics Basics for Managers (HBR Guide Series) or Read HBR Guide to Data Analytics Basics for Managers (HBR Guide Series) online books in PDF, EPUB and Mobi Format. 2X. She was the Principal Investigator for a series of research projects to inform better public transport policy decisions. ST2131/MA2216 Probability. At NUS, he had mentored student software development projects and taught visual communications, designing new media content, and research methods. This course is the sequel to Data Analytics Begins with Me. BT4221 Big Data Techniques and Technologies Examine big data infrastructure, analytics scalability and processes, Hadoop, HBase, Cassandra, MapReduce, Dynamo, R, in-database analytics, and mining of data streams. Julian has taught programming and data management for business at UNSW. She was also responsible for setting up Shanghai Office and promoting executive education programmes for NUS Business School in Greater China market. 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. He obtained his bachelor degree in Economics from National University of Singapore, with a minor in Computational Finance. Case Study. Our Masters of Science in Business Analytics (MSBA) students are well-equipped with the expertise to excel in the data analytics field and serve a variety of industries such as retail, finance, information technology, healthcare and supply chain. NUS BAC Advisory Board As Singapore moves towards the building of a SMART Nation, business data analytics have become an increasingly relevant and important field of interest. The emerging phenomena of Big Data – large pools of data sets that can be captured, communicated, aggregated, stored, and analyzed – has presented companies and organisations with trillions of bytes of information about their customers, suppliers, and operations. IT Managers, Project Managers and Engineers. Analytics is the art and science of integrating data, modelling and computation to generate insights and decisions that add value. Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. Ping Shung through his career has gathered much experience on statistical modeling, from working in the banks, supervising Masters students and doing education research. He was awarded the best university teacher of the province in 2012. Chua Bee Luan is a Senior Lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at the National University of Singapore (NUS). Strategic Technology Management Institute. He often advised companies on the type of data analytics projects they can work on with their data and is a co-supervisor for many Masters students on their data analytics capstone projects. He got his PhD in computer engineering, pattern recognition and image processing, from University of Bristol, Bristol, England, in 2005. She has particular experience in tackling complex challenges through applied research and education. Click. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. For more information, visit, Eligible organisations (excluding government entities) may apply for the absentee payroll funding via SkillsConnect at, Eligible individuals may apply for training allowance capped at $6/hr under the WSS scheme, visit-, NTUC Training Fund (SEPs) – All self-employed (i.e. Managers who are leading their organizations have to play the lead role in shaping the direction and planning the strategies on who, what, when, where and how should data analytics be applied in the different parts of the organization. The value of the solutions that IDS can provide is through combining the expertise from multiple disciplines to tackle a problem from an all-round angle. ST2132 Mathematical Statistics. He was an instructor for the DBS Graduate Associate Programme for 3 years, teaching over 200 Graduate Associates on data analytics and received positive ratings. Data Structure and Analytics. 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