Prerequisites: Participants should have basic computer literacy and are seeking to pursue analytics for work purpose or personal upgrading. Applied Artificial Intelligence; Applied Machine Learning He is also currently a Adjunct Senior Faculty with the Singapore University of Social Sciences (SUSS) and a SAS Trainer as well. The four-year direct Honours programme is designed to prepare graduates who are ready to acquire, manage and explore data that will inspire change around the world. Prior to teaching, Bee Luan began her career in the IT industry in multiple roles, from project management to IT consulting in both MNC and SME companies. Visit. The NUS Business Analytics Centre (BAC) was established in 2013, in collaboration with IBM, to develop the skills and knowledge of professionals in business analytics.In a 5-year partnership that ensued, with IBM contributing industrial knowledge and NUS offering academic expertise, BAC offered and hosted the NUS Master of Science in Business Analytics (MSBA) programme. She was the Principal Investigator for a series of research projects to inform better public transport policy decisions. Undergraduate Programmes in NUS NUS is a comprehensive university offering our students a diverse spectrum of courses and enriching them through our multidisciplinary and cross-faculty approaches. Data is more readily available in the digital economy. 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). He obtained his bachelor degree in Economics from National University of Singapore, with a minor in Computational Finance. B.Acc, National University of Singapore Ruth is an Associate Professor of Finance who teaches Financial Markets, Financial Management and Corporate Finance. As an educator, Edmund IDS coordinates and supports data science research initiatives across NUS.The value of the solutions that IDS can provide is through combining the expertise from multiple disciplines to tackle a problem well-roundedly from an all angles. 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. We will cover basic concepts of data analysis, processing of data, and visualisation of raw data and processed data to gain insights, followed by building simple models for classification and prediction. Solve business problems with intelligent insights. About the Course. This module introduces basic data analytics concepts with a focus … Prior to this, he was the Analytics Practicum Manager of the Master of IT in Business (Analytics) at the Singapore Management University School of Information Systems. 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. Become an Excel power user and increase your job efficiency by equipping yourself with emerging data analysis skills in an increasingly digitalised workplace. National University of Singapore –B.Sc. Teaching has always been her passion and Data Analytics is her new area of interest. The Master of Science in Business Analytics (MSBA) can be taken either as a 1-year (13-month) intensive full-time programme or a 2-year part-time programme. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. The concepts and coaching covered during the course are relevant to all functions relying on accurate, timely, and insightful data reporting. Business Analysts, Customer Service Managers, Physiotherapists, Procurement Officers, HR Executives and any professionals, managers and executives. Data Analytics Basic Courses . The Bachelor of Science (Business Analytics) degree programme is an inter-disciplinary undergraduate degree programme offered by the School of Computing with participation from the Business School, Faculty of Engineering, Faculty of Science, and Faculty of Arts and Social Sciences. He managed the industrial relationships through projects and attachments. MSc in Data Science and Machine Learning (by Coursework) (Prospective Students) Admission Requirements Graduates with Bachelor (Hons) degrees in Quantitative Sciences (e.g. Business Analytics. He has more than 13 years of academic and It delivers the most complete range of analytical solutions, using simple to advanced statistical techniques, predictive analytics and data mining technology to help organisations turn data into business insights.

On 21 March 2007, SUSS and SPSS signed an MOU to promote training and continuing education in Business Analytics. freelancers and sole-proprietors-with-no-employee) Singaporeans and Permanent Residents are eligible to apply for the NTUC Training Fund (SEPs) from NTUC’s Employment and Employability Institute (e2i). Ping Shung holds an MBA from University of Adelaide. The focus of this course is learning Analytics – data based decision making – the art of analysing, making sense out of and strategising from data – whether you are flooded with or when faced with little data. This course provides the participant with the knowledge and skills to participate in the organisation’s data analytics process without any coding requirements. Unfortunately, many organizations lack the talent and structure to turn Big Data Analytics into a common practice. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS.

By Tan Chee Chiang, Research Computing, NUS Information Technology, on 12 May 2020

We launched Data Engineering support services a while ago to support and accelerate data centric research such as in Analytics and AI. Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. has received both the USP Teaching Excellence Award, as well as the NUS Annual This five-day programme empowers you with the skills and confidence to tackle data-driven opportunities and accelerate data-analysis transformation in your organisation. Data Analytics Consulting Centre Block S16, Level 7 6 Science Drive 2 Faculty of Science National University of Singapore Singapore 117546 dacc@nus.edu.sg Business Hours Monday to Thursday: 8.30 am – 6.00 pm Friday: 8.30 am – 5.30 pm It introduces the various tools and techniques used by data science teams today. Prior to joining NUS Business School, he was a research staff at Texas A&M University. Edmund holds a PhD in Environmental NUS SCALE Data Analytics Courses. Basic Data Analytics taught with a simple but powerful graphical user interface (“GUI”) drag-and-drop tool targeted at business analysts requiring more sophisticated capabilities than what a spreadsheet can offer. Developed in partnership with Deloitte, this basic level course is designed to equip you with relevant Excel skills for the purpose of analysing data in business applications. Our suite of data analytics courses cater to you wherever you are starting from and however in-depth you wish to develop your skills for the workplace. Specifically, it will focus on using analytic techniques to support. She has been awarded the NUS Annual Teaching Excellence Award and was placed on the Honour Roll for her commitment and performance in teaching. management and air quality in buildings. He also read widely on the different topics related to data science and artificial intelligence, keeping himself up-to-date with their development. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. Starting her career in Singapore as a marketing practitioner, Dr Guo worked across manufacturing, entertainment and education industries. This course provides graduates with fundamental skills in statistics and data mining that are required by jobs in these industries that involve working with data and extracting information that is useful to the business. TGS-2020506065 (Classroom Learning) 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. From beginner courses that introduce basic concepts to more technical programming and visualisation techniques, you will acquire data analytics skills and learn the real-life applications of data science. Determining how to improve people’s engagement with and commitment to the organization. He Dr Lek Hsiang Hui currentlyteaches courses in undergraduate Requirements Analysis and Design, Data Mining, and Business Analytics at the School of Computing, National University of Singapore. The NUS Master of Science in Business Analytics (NUS MSBA) program is jointly offered and designed by two globally ranked schools, NUS Business School and NUS Computing. The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. GST (SSG subsidies available^) 1st run 25 – 27 November 2020 (21 hours) Due on the prevailing COVID-19 environment, classes will be conducted online. He has been conducting text-analytics research since 2010 and teaching  visualization since 2007. She taught modules in Business Analytics, Data Visualization, Website Design, Business Software, Statistical Methods and Calculus. Focused on the understanding of Big Data Analytics, this course explores how organizations could use their well-captured big data to strategize and reshape their organizations for greater productivity and effectiveness. 4-year honours degree; Collaboration between the Faculty of Science and the School of Computing; Within the Faculty of Science, jointly offered by the Department of Statistics and Applied Probability and Department of Mathematics It is designed and taught by award-winning academics from NUS Business School and NUS Computing. 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. NUS MSBA Application Checklist - AY2021/2022 Program Description. His research interests are in the domain of data-driven decision-making and optimization under uncertainty. 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. This course will focus on how to measure and improve the Human capital of an organization. In support of the NUS resilience and growth (R&G) initiative, she also provides training for fresh graduates so that they can continue to learn in the uncertain times of COVID-19. 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. The participant will also learn to use the free and open source data analytics tool – Orange – a powerful and popular Python-based data analytics tool. In this program, students learn through a balance of intellectual academic rigor and hands-on application. 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. Spatial Reasoning from Sensor Data (TGS-2020001513) Duration: 3 days Essentially this course is designed to add new tools and skills to supplement spreadsheets. Engineering from Yale University. Basic Data Analytics taught with a simple but powerful graphical user interface (“GUI”) drag-and-drop tool targeted at business analysts requiring more sophisticated capabilities than what a spreadsheet can offer. Offered by NUS’ … Programme Code: TGS-2020501626. This 5-day course helps data engineers focus on essential design and architecture while building a data lake and relevant processing platform. from National University of Singapore. NUS BAC offers the Master of Science in Business Analytics programme, develops business analytics professionals and collaborate with industry partners to meet the needs of companies across various industries actively seeking for talent who excel in the analytics field. The four-year direct Honours programme in Data Science and Analytics (DSA) is designed to prepare graduates who are ready to acquire, manage and explore data that will inspire changes around the world. IDS is a research institute that will be the focal point for all data science research and translation, education and related activities at NUS, which aims to contribute to Singapore’s Smart Nation initiative by developing deep and strategic capabilities in data science, analytics and optimisation, and cybersecurity. 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. BMA5002 Analytics for Manager Fact-based decisions supported by timely data analyses are the norm in this “Big Data” era. Develop data-driven rigorous solutions to commonly faced marketing problems. MTM5004 Maritime Data Analytics This module is a continuation of IE5005 where knowledge learnt about data analytics is applied to tackle maritime-related problems. GC stands for Graduate Certificate . Bachelor of Science (Honours) with Major in Data Science and Analytics. 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). SGD 3,210 (SGD 363 after MAX Funding) Date. Use R independently to explore data for better decision making. Centre for English Language Communication (CELC) 24 Centre for Future-ready Graduates (CFG) 24 Duke-NUS 24; Faculty of Arts & Social Sciences (FASS) 24 FACULTY OF ARTS AND SOCIAL SCIENCES 24; Faculty of Engineering (FOE) 24 Faculty of Science (FOS) 24 Institute of Systems Science (ISS) 24 Lee Kuan Yew School of Public Policy (LKYSPP) 24 Multidisciplinary 24; NUS Business School 24 Understanding and using data is increasingly an important part of an executive function. Centre for English Language Communication (CELC) 24 Centre for Future-ready Graduates (CFG) 24 Duke-NUS 24; Faculty of Arts & Social Sciences (FASS) 24 FACULTY OF ARTS AND SOCIAL SCIENCES 24; Faculty of Engineering (FOE) 24 Faculty of Science (FOS) 24 Institute of Systems Science (ISS) 24 Lee Kuan Yew School of Public Policy (LKYSPP) 24 Multidisciplinary 24; NUS Business School 24 Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. Upon completion and passing the modules within any particular GC, student will be awarded with the GC for that group together with the Master Degree upon meeting all the graduation requirement of the programme.. For e.g. This course aims to equip participants with a […] Basic Course Fees. 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. Course Objectives. 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). Course Objectives. Participants will learn various aspects of data engineering while building resilient distributed datasets. Unfortunately, many organizations lack the talent and structure to turn Big Data Analytics into a common practice. 3-5 Mar 21. Please visit, MSc in Pharmaceutical Science & Technology, SGUS: Construction / Facilities Management, Microsoft Data Science Capstone Competition, research award for user acceptance research, 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 the data analytics end-to-end workflow, Identify where the potential sources of data can come from, Use a GUI-based analytics tool to process, clean and prepare data for analysis, Perform basic analysis such as classification and predictions, Select the most appropriate analytics model to use for a specific task, Painting the big picture – Big Data and Data Analytics, Exploratory Data Analysis and Linear Regression-Predicting HDB Prices, Logistic Regression-Predicting HDB Prices, All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. He was a recipient of two scholarships from the Overseas Chinese Association in Taiwan while pursuing his Bachelor degree and another scholarship while pursuing a Master degree in Australia. TGS-2020501963 (Synchronous e-Learning). She consults local and overseas corporate clients on data analytics, user experience design and service innovation. Click. Understanding and using data is increasingly an important part of … Business Analytics is the perfect degree for anyone interested in Statistics, Business, Computing, and of course, using data to create change. Major technical topics include data loading, processing, visualization, and basic machine learning using the Python programming language, the Pandas data analytics and sci-kit learn machine learning libraries, and the web-based Colaboratory environment. At the end of the course, participants would be able to: Experienced with using Excel in manipulating data, charting and basic analysis. DSA5812 Data Analytics: Further Principles and Practice. By understanding these analytics, you are taking a critical first step toward developing a strategic advantage and competitive edge in the market. SSG Course Code: CRS-N-0047000/ TGS-2020502100 This course run will be conducted on campus, face-to-face. Exploring patterns and trends by descriptive analysis and data visualisations. He has also trained professionals from various companies on data analytics and the use of SAS software. 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. Julian obtained a PhD degree in Information Systems from NUS. This module introduces basic data analytics concepts with a focus … 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. 4-year honours degree. It is the first course in a series of three courses for the Graduate Certificate in Customer Analytics. The corresponding maximum candidature periods are 2-years and 4-years respectively. Bee Luan is a passionate educator with more than 14 years of teaching experience in an institute of higher learning. 9am - 5.30pm Venue. He teaches courses on engineering, statistical methods, data science and analytics. Big data is now part of every industry sector and function of the global economy. The NUS-ISS Stackable Certificate Programme in Data Science, leading to the NUS Master of Technology in Enterprise Business Analytics is designed to meet the industry demand for data scientists who can help organisations achieve improved business outcomes through data insights. This course is designed for IT professionals to better understand data analytics and how to support and manage the technology and data. Focused on the understanding of Big Data Analytics, this course explores how organizations could use their well-captured big data to strategize and reshape their organizations for greater productivity and effectiveness. A roadmap of how to build an internal data science competency in an organisation will be discussed. 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). Julian has taught programming and data management for business at UNSW. National University of Singapore – B.Sc. Orange has a point-click-drag-and-drop GUI, no programming is required. NUS Business. Course Objectives. Retaining key people. The NUS degree programme in Data Science and Analytics (DSA) equips students with analytical and communication skills to extract insights from data for business competitiveness. Participants will learn to apply key practices, identify multiple data sources appraised against their business value, design the right storage, and implement proper access … School Level. Teaching Excellence Award. Course Objectives. Data Science and Analytics (DSA) — National University of Singapore (NUS) The National University of Singapore’s DSA Program emphasizes on the application of data science and analytics at more prominent industries in Singapore such as biomedical sciences, healthcare, manufacturing, e-commerce, and many more. Whether you are a business analyst, customer service officer, physiotherapist, procurement officer or HR executive – the ability to understand where potential data is coming from, and to properly collect, clean, and then analyse it, will be an important and critical skill. 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. 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 analytics will help organisations gain greater insights of their businesses to make better informed decisions and take actions.