nus data analytics course
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. 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. We are taught how to wrangle with big data, develop machine learning models, and then translate them into powerful business insights. Unfortunately, many organizations lack the talent and structure to turn Big Data Analytics into a common practice. 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. 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. BMA5002 Analytics for Manager Fact-based decisions supported by timely data analyses are the norm in this “Big Data” era. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. Big data is now part of every industry sector and function of the global economy. 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. This 5-day course helps data engineers focus on essential design and architecture while building a data lake and relevant processing platform. A specialist in the area of Analytics, Dr Lek has been involved in Big Data Analytics for the past 6 years. Specially curated programmes for youths to find out about impact – the impact they want to make for their future – and to make better decisions. Data is more readily available in the digital economy. Strategic Technology Management Institute. 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. Develop data-driven rigorous solutions to commonly faced marketing problems. 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). TGS-2020501963 (Synchronous e-Learning). 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 … 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. At the end of the course, participants would be able to: Experienced with using Excel in manipulating data, charting and basic analysis. A roadmap of how to build an internal data science competency in an organisation will be discussed. Data Analytics Basic Courses . Course Objectives. Course Reference No: Essentially this course is designed to add new tools and skills to supplement spreadsheets. 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. Programme Code: TGS-2020501626. 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… Data analytics will help organisations gain greater insights of their businesses to make better informed decisions and take actions. B.Acc, National University of Singapore Ruth is an Associate Professor of Finance who teaches Financial Markets, Financial Management and Corporate Finance. 2. NUS Business. Course Objectives. 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 … Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. He has also trained professionals from various companies on data analytics and the use of SAS software. TGS-2020506065 (Classroom Learning) Specifically, it will focus on using analytic techniques to support. 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. 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. 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. National University of Singapore – B.Sc. 4-year honours degree. The programme comprises 8 modules to be completed in two regular semesters alongside a one-year (13-month) capstone professional consulting project. 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. Determining how to improve people’s engagement with and commitment to the organization. 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. Offered by NUS’ … Data Science & Artificial Intelligence for Senior Executives, MSc in Pharmaceutical Science & Technology, SGUS: Construction / Facilities Management, Data Analytics & Visualisation for IT Managers, Data Analytics and Visualization for Managers, Data Technology and Management for IT Professionals, Future-proof Businesses with Artificial Intelligence, Octave Programming for AI, Machine Learning and Data Analytics, Capstone Project: Developing a Data Analytics Model, Data Analytics Deployment & Performance Monitoring. 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. Terms and Conditions apply. Click. It i… Participants will learn various aspects of data engineering while building resilient distributed datasets. She consults local and overseas corporate clients on data analytics, user experience design and service innovation. At NUS, he had mentored student software development projects and taught visual communications, designing new media content, and research methods. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. This course is designed for IT professionals to better understand data analytics and how to support and manage the technology and data. This course provides an exploratory tour of big data, data analytics, data science, machine learning and artificial intelligence. Visit. This course will focus on how to measure and improve the Human capital of an organization. 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. As an educator, Edmund This course prepares students with fundamental theory and basic instruments to capture business insights from data and thus make good managerial decisions. She has particular experience in tackling complex challenges through applied research and education. Orange has a point-click-drag-and-drop GUI, no programming is required. He has been conducting text-analytics research since 2010 and teaching visualization since 2007. 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. The DSA programme’s unique combination of technical depth and domain-specific knowledge gives our graduates a competitive edge in the job market. 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. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. He has organised / co-organised programming workshops and data hackathon for students. Category: Data Analysis Academic/Training Unit: NUS Business School Department: ANALYTICS & OPERATIONS Course Type: Modular Course | SSG Funded. MTM5004 Maritime Data Analytics This module is a continuation of IE5005 where knowledge learnt about data analytics is applied to tackle maritime-related problems. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. He was given a teaching award for visualization class and research award for user acceptance research in NUS. 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. Business Analytics is the perfect degree for anyone interested in Statistics, Business, Computing, and of course, using data to create change. Date 5 July 2021 Duration 1 Day Course Overview Business Analytics is not just about technical capability, but the start of some potentially significant organisational transformation – specifically on the way organisations handle and consume data and make decisions. 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). Mr Ng Jinsheng joined IBM SPSS in 2008 as an Executive in Training and Consulting after his graduation from the National University of Singapore (NUS) with a Degree in Statistics and Applied Probability. Ping Shung holds an MBA from University of Adelaide. 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. The skills to make sense of data will enable you to make better informed decisions. Solve business problems with intelligent insights. 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 He currently heads the quantitative reasoning domain, and is also director of the Quantitative Reasoning Centre, at USP. Business Analytics. 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. Recently, Julian was ranked 6th in the Microsoft Data Science Capstone Competition. Course Objectives. Edmund holds a PhD in Environmental He teaches courses on engineering, statistical methods, data science and analytics. 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. Moreover, many MBA graduates start their career as consultant / analyst advising the Supply Chain, Marketing, Finance and HR departments on making them more efficient, profitable and customer-centric. NUS SCALE Data Analytics Courses. 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. She taught modules in Business Analytics, Data Visualization, Website Design, Business Software, Statistical Methods and Calculus. SGD 3,210 (SGD 363 after MAX Funding) Date. 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 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. SSG Course Code: CRS-N-0047000/ TGS-2020502100 This course run will be conducted on campus, face-to-face. management and air quality in buildings. 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. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. Xiong Peng is currently a Lecturer in the Department of Analytics & Operations, NUS Business School. 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. Build a data-driven organisation. Teaching Excellence Award. Data Analytics @ Work. This module introduces basic data analytics concepts with a focus … 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. Course Objectives. Dates 1 Dec & 7 Dec 2020 (9am - 5pm) 10 Dec 2020 (9am - 11am) Duration 2.5 Days Course Overview To gain understanding and working knowledge of Data Analytics and Decision Science. The NUS Business Analytics programme can help professionals leverage their organisation’s data to gain insights and make informed decisions. 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. 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). 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. 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. Unfortunately, many organizations lack the talent and structure to turn Big Data Analytics into a common practice. Course Fees. 1. She was the Chief Representative in China for a Singapore listed company. This course aims to equip participants with a […] She was also responsible for setting up Shanghai Office and promoting executive education programmes for NUS Business School in Greater China market. Prerequisites: Participants should have basic computer literacy and are seeking to pursue analytics for work purpose or personal upgrading. MSc in Data Science and Machine Learning (by Coursework) (Prospective Students) Admission Requirements Graduates with Bachelor (Hons) degrees in Quantitative Sciences (e.g. His research interests are in the domain of data-driven decision-making and optimization under uncertainty. Learn big data and data mining techniques. Starting her career in Singapore as a marketing practitioner, Dr Guo worked across manufacturing, entertainment and education industries. 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. Retaining key people. By understanding these analytics, you are taking a critical first step toward developing a strategic advantage and competitive edge in the market. With increasing recognition of the role of analytics in our economy, the demand for skilled data-analytics professionals is set to grow quickly. 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. Julian has taught programming and data management for business at UNSW. Edmund Low is a lecturer with the University Scholars Programme (USP) at the National University of Singapore. 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. 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). He managed the industrial relationships through projects and attachments. It introduces the various tools and techniques used by data science teams today. Business Analysts, Customer Service Managers, Physiotherapists, Procurement Officers, HR Executives and any professionals, managers and executives. AI and Machine Learning Begins With Me ; Analytics in Industry 4.0; Chatbot Development Begins With Me; Data Analytics Begins With Me; Data Visualization Begins With Me; Quantitative Data Reasoning Bootcamp; Data Analytics Intermediate Courses . Julian obtained a PhD degree in Information Systems from NUS. He is also currently a Adjunct Senior Faculty with the Singapore University of Social Sciences (SUSS) and a SAS Trainer as well. 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. 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. By award-winning academics from NUS Business School in greater China market have basic literacy. 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