Learn big data and data mining techniques. Bachelor of Science (Honours) with Major in Data Science and Analytics. This course will focus on how to measure and improve the Human capital of an organization. Unfortunately, many organizations lack the talent and structure to turn Big Data Analytics into a common practice. As an educator, Edmund About the Course. 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. Develop data-driven rigorous solutions to commonly faced marketing problems. Engineering from Yale University. 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. A specialist in the area of Analytics, Dr Lek has been involved in Big Data Analytics for the past 6 years. Category: Data Analysis Academic/Training Unit: NUS Business School Department: ANALYTICS & OPERATIONS Course Type: Modular Course | SSG Funded. Prior to joining NUS Business School, he was a research staff at Texas A&M University. 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. 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. Guo Lei is an active educator and researcher in data science, behavioural study and design thinking, with extensive experience in delivering practice-based learning programmes and applied research projects with successful results. This course provides an exploratory tour of big data, data analytics, data science, machine learning and artificial intelligence. ... Business Analytics & Master of Computing (NUS School of Computing)^^ He currently heads the quantitative reasoning domain, and is also director of the Quantitative Reasoning Centre, at USP. BMA5002 Analytics for Manager Fact-based decisions supported by timely data analyses are the norm in this “Big Data” era. Course Reference No: 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. She taught modules in Business Analytics, Data Visualization, Website Design, Business Software, Statistical Methods and Calculus. 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 has more than 13 years of academic and Course Objectives. She has a passion for engaging and inspiring working professionals at all levels by applying the theory to real world business applications. Use R independently to explore data for better decision making. Course Objectives. He is also the mentor to the trainees accepted into the IMDA-SAS BIA Programme for 5 intakes. The concepts and coaching covered during the course are relevant to all functions relying on accurate, timely, and insightful data reporting. 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. 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. National University of Singapore – B.Sc. The objectives of the Specialist Diploma in Data Science (Data Analytics) are to provide training in the fundamentals of statistics and programming for data science, and to provide training on specialised skills in the areas of data mining and applied statistical methods. We are taught how to wrangle with big data, develop machine learning models, and then translate them into powerful business insights. Programme Code: TGS-2020501626. Dr Guo returned to Singapore and joined NUS as a faculty member in 2011.
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. Specially curated programmes for youths to find out about impact – the impact they want to make for their future – and to make better decisions. Through lectures, case studies and discussions, you will gain real-world insights on various applications of big data analytics and machine learning, and how they can be used to fuel better decision-making within the context of your own … Unfortunately, many organizations lack the talent and structure to turn Big Data Analytics into a common practice. 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. 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. Specifically, it will focus on using analytic techniques to support. Julian obtained a PhD degree in Information Systems from NUS. Data analytics will help organisations gain greater insights of their businesses to make better informed decisions and take actions. Held in Singapore. This course aims to equip participants with a […] Koo Ping Shung is an experienced Data Scientist with more than 13 years of relevant experience. Click. tools, applying them to solve problems in public health, water resource The DSA programme’s unique combination of technical depth and domain-specific knowledge gives our graduates a competitive edge in the job market. 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. It is designed and taught by award-winning academics from NUS Business School and NUS Computing. Attracting and recruiting the best staff. 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. 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. This course provides the participant with the knowledge and skills to participate in the organisation’s data analytics process without any coding requirements. Data Analytics Consulting Centre Block S16, Level 7 6 Science Drive 2 Faculty of Science National University of Singapore Singapore 117546 firstname.lastname@example.org Business Hours Monday to Thursday: 8.30 am – 6.00 pm Friday: 8.30 am – 5.30 pm At NUS, he had mentored student software development projects and taught visual communications, designing new media content, and research methods. His research interests are in the domain of data-driven decision-making and optimization under uncertainty. Participants will learn various aspects of data engineering while building resilient distributed datasets. 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. 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 also read widely on the different topics related to data science and artificial intelligence, keeping himself up-to-date with their development. Business Analytics. Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. 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. The award of the Executive Certificate in Data Analytics and Data Visualisation requires the successful completion within the maximum candidature of all four one modular-credit (1 MC) courses in the programme with at least a “C” grade in each course. The skills to make sense of data will enable you to make better informed decisions. Applied Artificial Intelligence; Applied Machine Learning She has particular experience in tackling complex challenges through applied research and education. from National University of Singapore. She has been awarded the NUS Annual Teaching Excellence Award and was placed on the Honour Roll for her commitment and performance in teaching. GST (SSG subsidies available^) 1st run 25 – 27 November 2020 (21 hours) Due on the prevailing COVID-19 environment, classes will be conducted online. At the end of the course, participants would be able to: Experienced with using Excel in manipulating data, charting and basic analysis. This course introduces intermediate concepts and tools in analytics, building on the foundation gained in Data Analytics: Principles and Practice for problem formulation and problem-solving using data. This five-day programme empowers you with the skills and confidence to tackle data-driven opportunities and accelerate data-analysis transformation in your organisation. 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). The Master of Science in Business Analytics (MSBA) is a programme offered by the NUS Business Analytics Centre (BAC). Strategic Technology Management Institute. 1. Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. He obtained his bachelor degree in Economics from National University of Singapore, with a minor in Computational Finance. Exploring patterns and trends by descriptive analysis and data visualisations. Determining how to improve people’s engagement with and commitment to the organization. Teaching has always been her passion and Data Analytics is her new area of interest. With increasing recognition of the role of analytics in our economy, the demand for skilled data-analytics professionals is set to grow quickly. 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). 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. Business Analytics is the perfect degree for anyone interested in Statistics, Business, Computing, and of course, using data to create change. Data Analytics @ Work. In this course, students will be exposed to the Data and Decision Analytics Framework which helps the analyst identify the actual cause of business problems by collecting, preparing, and exploring data to gain business insights, before proposing what objectives and solutions can and should be … He managed the industrial relationships through projects and attachments. Visit. National University of Singapore –B.Sc. 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. 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. Course Objectives. He is also currently a Adjunct Senior Faculty with the Singapore University of Social Sciences (SUSS) and a SAS Trainer as well. 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. 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. BMA5002 Analytics for Manager Fact-based decisions supported by timely data analyses are the norm in this “Big Data” era. He has also trained professionals from various companies on data analytics and the use of SAS software. Prerequisites: Participants should have basic computer literacy and are seeking to pursue analytics for work purpose or personal upgrading. This course aims to equip participants with a […] Course Objectives. Edmund Low is a lecturer with the University Scholars Programme (USP) at the National University of Singapore. Mathematics, Applied Mathematics, Statistics and Physics) or Engineering or Computer Science management and air quality in buildings. This course prepares students with fundamental theory and basic instruments to capture business insights from data and thus make good managerial decisions. 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. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. 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. Build a data-driven organisation. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. 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. Apply Now Send An ... this basic level course is designed to equip you with relevant Excel skills for the purpose of analysing data in business applications. Essentially this course is designed to add new tools and skills to supplement spreadsheets. 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. 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. 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. Predict customer behaviour with analytics. Ping Shung holds an MBA from University of Adelaide. 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 It is the first course in a series of three courses for the Graduate Certificate in Customer Analytics. Course Objectives. It focuses on the computational fundamentals and principles that underlie intelligent systems (knowledge representations, machine learning and reasoning), as well as state-of-the-art technologies in major AI application domains (vision, speech & language processing, data analytics, and robotics). Orange has a point-click-drag-and-drop GUI, no programming is required. 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). 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. This is a four-year direct honours programme which offers a common two-year broad-based inter-disciplinary curriculum where all students will read modules in Mathematics, Statistics, Economics, Accounting, Marketing, Dec… NUS SCALE Data Analytics Courses. By understanding these analytics, you are taking a critical first step toward developing a strategic advantage and competitive edge in the market. The age of the fourth industrial revolution has seen the explosion of data, with a mind-boggling 2.5 quintillion bytes of data created each day at our current pace. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. NUS MSBA Application Checklist - AY2021/2022 Program Description. 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. 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. 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). This course is part of the Data Science and Graduate Certificate in Customer Analytics Practice Series offered by NUS-ISS. It introduces the various tools and techniques used by data science teams today. The use of business analytics for modelling and decisions represents the future of best practices for tomorrow’s success companies. In this program, students learn through a balance of intellectual academic rigor and hands-on application. 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. 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. Specially curated programmes for youths to find out about impact – the impact they want to make for their future – and to make better decisions. 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. 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. 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. Edmund holds a PhD in Environmental Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. She was the Chief Representative in China for a Singapore listed company. 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. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. 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. 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. Course Fees. Offered by NUS’ … Recently, Julian was ranked 6th in the Microsoft Data Science Capstone Competition. Become an Excel power user and increase your job efficiency by equipping yourself with emerging data analysis skills in an increasingly digitalised workplace. 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. has received both the USP Teaching Excellence Award, as well as the NUS Annual TGS-2020501963 (Synchronous e-Learning). The NUS degree programme in Data Science and Analytics will equip you with the necessary analytical and communication skills to gain a competitive edge in this rapidly growing field. 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. 3-5 Mar 21. Participants will learn to apply key practices, identify multiple data sources appraised against their business value, design the right storage, and implement proper access … He has been conducting text-analytics research since 2010 and teaching visualization since 2007. B.Acc, National University of Singapore Ruth is an Associate Professor of Finance who teaches Financial Markets, Financial Management and Corporate Finance. Big data is now part of every industry sector and function of the global economy. 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