Strong knowledge of data analytics foundations and fundamentals, including: familiarity with data analytics and programming principles, and; high and broad understanding of the application of analytics in various industrial domains. Before going to SMU, Ping Shung was formerly from the banking industry, having worked in DBS Bank and OCBC Bank, specialized in Credit Risk Analytics and also maintained data mart and its processes for the department. 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). His banking experience has equipped him with knowledge on how data, IT infrastructure, compliance and regulations affect Analytics and vice versa. Business Analytics is the perfect degree for anyone interested in Statistics, Business, Computing, and of course, using data to create change. They have the ability to collect, curate, analyse and visualise data … He was awarded the best university teacher of the province in 2012. Topics will be taught using practical workshops using software like SPSS Statistics, SPSS Modeller, JMP and Excel. Sim oversaw all aspects of operations research work in Mindef as Head Ops Analysis Dept in the Chief Defence Scientist Office for many years. Date TBA 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. We strive to impact society via education, research and outreach activities, and aspire to be the go-to academic […] Ping Shung through his career has gathered much experience on statistical modeling, from working in the banks, supervising MITB (Analytics) students and doing education research. The National University of Singapore (NUS), the nation’s highest-ranked university, will offer a new degree program in data science and analytics starting from … This course is part of the Software Systems series, Data Science series, Graduate Certificate in Big Data Engineering & Web Analytics as well as Graduate Certificate in Engineering Big Data series offered by NUS-ISS. 02 - 03 Feb 2021 (Online) 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. Learn big data and data mining techniques Overview of Graduate Programmes; Doctor of Philosophy (PhD) 4 Years in NUS; 2 Years in NUS + 2 Years in China – SUSTech Bee Luan is a passionate educator with more than 14 years … Currently, his work focusses on enabling risk functions to face the challenges of the digital age, such as machine learning, artificial intelligence, and robotic automation. Unlike any other postgraduate analytics programme, the MSA’s data and analytics track goes deep into the application of data technology in the accounting domain. However, creating intelligence and gleaning real insights from this data is what continues to elude organisations.” – Competing on Analytics: The New Science of Winning. In this role, he was heavily involved in developing planning policies and processes in order to continuously renew the organisation and better position for the future. MSc with Data Analytics Specialization. An ability to function effectively in teams to accomplish a common goal. He often advised companies on the type of Analytics projects they can do with their data and is a co-supervisor for many MITB students on their Analytics Capstone Projects. Pay-what-you-want monetization in live streaming (Chinese Business Center at NUS, in Chinese). Strong knowledge of data analytics foundations and fundamentals, including: familiarity with data analytics and programming principles, and; high and broad understanding of the application of analytics in various industrial domains. He has trained numerous professionals on Analytics and usage of SAS software from various companies as well, from industry like financial services, pharmaceutical and logistics. 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. from National University of Singapore. He is currently the mentor to the trainees accepted into the IMDA-SAS BIA Programme for 10 intakes. His Analytics experience range from a wide variety of business functions and industries, gathered from talking to companies from a wide variety of industries. Before joining the NUS, he was with the Faculty of Computer Engineering, University of Isfahan, Iran, where he was serving as a professor of AI and Machine Learning. Our educational and outreach programmes aim to raise awareness of the fast-growing data science sector. 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. This is where data engineering comes in. Data analytics will help organisations gain greater insights of their businesses to make better informed decisions and take actions. TGS-2020506013 (Synchronous e-Learning). Specially curated programmes for youths to find out about impact – the impact they want to make for their future – and to make better decisions. He was a guest lecturer at NUS-ISS, Adjunct Senior Faculty at SUSS and previously held an adjunct position in School of Information Systems, Singapore University of Social Science and ESSEC Singapore,. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. To date, about 600 Executive and Administrative (E&A) staff have completed DLP and a … Dr. Monajemi was the data science advisor of MSC (Mobarakeh Steel Complex, the largest in the country). 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. Chan Kum Yew is a supply chain industry professional and a seasoned manager with over 30 years of experience in the IT hardware and the training and consultancy industries. Ping Shung’s strong passion in Data Science & Artificial Intelligence can be seen through his involvement in Analytics tech communities, being a Co-founder of DataScience.Sg, former Working Committee Chairman of SAS User Group Singapore and Data Ambassador for one of DataKind SG project and workshop facilitator. He tackled many complex problems such as optimizing ammunition storage in land scarce Singapore, optimizing anti-terrorism patrols to best meet multiple threats, reducing lost sales and unsold bread for a major bakery, etc. Master in Business Analytics - This course in Business Analytics is jointly offered by the School of Computing and the National University of Singapore Business School. He studied towards BSc and MSc in Computer Engineering at Isfahan University of Technology (IUT), and Shiraz University respectively. 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 … He also provided analytical support for many plans and developed a broad understanding of technology and how a large organisation should organise itself to harness technological innovation to stay ahead. He possesses a Professional Diploma in Data Analytics from the NUS Institute of System Sciences and an Advanced Certificate in Training & Assessment (full ACTA) from the Singapore Workforce Development Agency. To unlock the potential contained within the Big Data requires the application of techniques to explore and convey the key insights. An ability to function effectively in … He has a strong interest and passion for data analytics, visualization and e-business. The company is a recognised training and assessment provider for a number of global professional skills and appointed as a CET Centre for Service Excellence and Employability Skills by the Singapore Workforce Development Agency. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. 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). Big Data Analytics Technology Students learn to analyse data that cannot fit in the computer’s memory and apply such analysis to web applications. Benjamin Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. Through this course, gain insights on big data applications, analytics, and machine learning, and learn to leverage … A specialist in the area of Analytics, Dr Lek has been involved in Big Data Analytics for the past 6 years. He managed the industrial relationships through projects and attachments. Besides being an instructor for DBS GAP, he was a facilitator for IDA Data Science MOOC programme for 2 cohorts (over 300 professionals) and participated in Singapore's first Data Literacy Bootcamp, co-organised by the IDA Singapore and The World Bank. She taught modules in Business Analytics, Data Visualization, Website Design, Business Software, Statistical Methods and Calculus. We will discuss the similarities and differences between Data Engineers and Data Scientists, and on how Data Engineers can help in both data-centric research … 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. Bee Luan is a passionate educator with more than 14 years of teaching experience in an institute of higher learning. Part-time (4 semesters or 2 years); Full-time (2 semesters or 1 year) Collaboration between NUS Business School (3 rd in Asia) and NUS School of Computing (1 st in Asia) Close industry links – e.g. Model Development, Deployment, Scoring and Refresh, Logistic Regression (Predicting HDB Prices), All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. 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). The main aim of the Diploma in Data Analytics is to give students the knowledge and practical insight into the workings of the business analytics industry. This course is designed for business owners, managers and professionals who desires to acquire basic understanding of how advanced analytics is shaping Industry 4.0 and how they can be harnessed for their work. He also contributes articles to AI Singapore, an institution in Singapore, focused on building AI capabilities. Teaching has always been her passion and Data Analytics is her new area of interest. Course Reference No: IBM; Industry-linked capstone consulting project 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, Data analytics process and project life cycle, Tools and technology used for data analytics and visualisation, Machine learning and data visualisation techniques, Apply data analytics techniques using tools through hands-on sessions, Apply data visualisation techniques using tools through hands-on sessions, Gain insights from data using various machine learning techniques, Introduction to Machine Learning – Supervised and Unsupervised Learning. Analytics is the art and science of integrating data, modelling and computation to generate insights and decisions that add value. His career roles span CIO, Director of IT services, Strategy and Planning, Project management, Applications development, Systems engineering, Data management and IT outsourcing. Mr Chan was also the CEO of TUV SUD PSB Learning Private Ltd, a training and consultancy business unit subsidiary of the TUV SUD group of companies. 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. Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . 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. This course is designed for IT professionals to better understand data analytics and how to support and manage the technology and data. The corresponding maximum candidature periods are 2-years and 4-years respectively. He also has Masters in Business Research and Physics and a Bachelors in Law. Date TBA 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. TGS-2020502793 (Synchronous e-Learning). Build a data-driven organisation. Operations managers champion efficiency and the competitive strategy. Sim is a Past President of the Operations Research Society of Singapore and was Adjunct Professor at Zhejiang University Ningbo Institute of Technology from Jun 2009 to May 2011. 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. Welcome to the Department of Analytics & Operations (DAO)! She has been awarded the NUS Annual Teaching Excellence Award and was placed on the Honour Roll for her commitment and performance in teaching. Unfortunately, many organizations lack the talent and structure to turn Big Data Analytics into a common practice. Mr Chan holds a Bachelor Degree (First-Class Honours) and a Master’s Degree in Engineering from the National University of Singapore (NUS). He possesses a Professional Diploma in Data Analytics from the NUS Institute of System Sciences and an Advanced Certificate in Training & Assessment (full ACTA) from the Singapore Workforce Development Agency. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can … In those projects, Ben had applied data analytics to improve resource management and sales profitability with better understanding of customers, products and services. In particular, students will get an insight into how big data is managed and useful information extracted to better make informed decisions. Visit. Sim Cheng Hwee is an experienced practitioner of creative problem solving using advanced predictive and prescriptive analytics with almost 30 years of experience in the public and private sector. Analytics is the art and science of integrating data, modelling and computation to generate insights and decisions that add value. Ping Shung holds an MBA from University of Adelaide. Moreover, he has registered three patents and published more than a hundred research papers in peer-reviewed, indexed journals and international conferences (IEEE, Elsevier, Springer, and so on), and supervised several Data Science, IoT, and AI industrial projects in various scales, including analysis of the effectiveness of research projects in enterprises, and data mining to extract the common patterns among the unsuccessful BSc students. The programme comprises 8 modules to be completed in two regular semesters alongside a one-year (13-month) capstone … He is also the creator of Destiny©, an advanced FMCG business simulator, which he uses for teaching marketing courses to practitioners and business management students at NUS Business School. 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). This course brings the focus back to the fundamentals of exploring, cleaning, preparing the data and the process of data acquisition and management. He is a seasoned Trainer in Data Science as well, having trained numerous professionals on Analytics. 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. This module introduces basic data analytics concepts with a focus on applications that industrial and systems engineers commonly deal with. Dr. Julian Lin. ... Graduate Certificate in Business Analytics Practice Series offered by NUS-ISS. He won a Ministry of Defence scholarship in 1988 to study Operations Research at the US Naval Postgraduate School and graduated in 1989 with an M.Sc. Pay-what-you-want monetization in live streaming (Chinese Business Center at NUS, in Chinese). His areas of expertise include logistics and supply chain planning, strategic planning and manpower planning. His research interest lies in how Data Science/Artificial Intelligence can help organizations and businesses to be more efficient and effective, and how organizations can build in-house data science capabilities successfully. The Executive Certificate Programme in Data Analytics and Data Visualisation has been designed to support the strategic upskilling needs of employees in data analytics and data visualisation as the Singapore government continues to advocate for wider adoption of analytics by businesses and industries to improve their productivity. DSC2008 Business Analytics–Data and Decisions “Most companies today have plenty of data. Data is the oil, and data visualisation is the engine that facilitates its true value. Students from non-analytics domains can benefit from acquiring knowledge in data analytics, which will enable them to apply computing and statistical methods to analyse and model complex data in … He is experienced in different sub-domains of data science from theory to practice, including data mining and pattern recognition. Ping Shung also has experience in implementing mathematical models onto IT systems. This course aims to provide participants with a foundation in: At the end of the course, participants will be able to: Knowledge of data management and fundamental statistics. He holds a Doctorate in Business Administration from the University of Western Australia. National University of Singapore – M.S. 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. Prior to this, he was the Analytics Practicum Manager of the Master of IT in Business (Analytics) Singapore Management University, School of Information Systems. He is a Certified Information Systems Security Professional (CISSP) and has a … His last role at HP was the Senior Director of Manufacturing for its laser printers product family. 24 - 25 Feb 2021 (Online), National University of Singapore He studied in Yokohama National University under Japan’s Mombusho Scholarship awarded through PSC and graduated in 1983 with a B.Eng. He got his PhD in computer engineering, pattern recognition and image processing, from University of Bristol, Bristol, England, in 2005. Big Data Analytics is no longer a “good to have” feature in any organization’s suite of functions, it has become a “must have” activity. Click. Welcome to the Department of Analytics & Operations (DAO)! Computation – MA2311 Techniques in Advanced Calculus or MA2104 Multivariable Calculus – ST2131/MA2216 Probability – ST2132 Mathematical Statistics: 40: Levels 3000. and 4000 (56 MCs) Pass – CS3244 Machine Learning Data analytics is used in many industries to allow companies and organisations to make better business decisions and in the sciences to verify or disprove existing models or theories. Business and Industry experiences include electronic business development, implementation of business process re-engineering and functional support for Finance, HR, Manufacturing, Retail and mergers/acquisitions in Oil and Gas. Descriptive Analytics with R for undergraduates (2019, 2020) Faculty page at NUS Business School. 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. 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). What is going with the data in each data analytics phase? Build a data-driven organisation. in Naval Architecture. Ben has been teaching information & data management and business analytics classes since 2016. It is the first course in a series of three courses for the Graduate Certificate in Customer Analytics. Students will learn how to communicate the main features of a data set, quantify relationships in data, predict using historical data, select between different data models and appreciate how data insights can influence 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. We are taught how to wrangle with big data, develop machine learning models, and then translate them into powerful business insights. MSc in Data Science and Machine Learning Introduction The MSc in Data Science and Machine Learning programme is offered jointly by the Department of Mathematics, the Department of Statistics and Applied Probability and the Department of Computer Science with support from the Faculty of Engineering, and the Saw Swee Hock School of Public Health. NUS SCALE Data Analytics Courses. Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. He held a range of engineering, leadership and global management positions in Manufacturing, Quality and Research & Development at Hewlett-Packard (HP) for over 26 years. A research-intensive university with an entrepreneurial dimension, NUS is ranked consistently as one of the world's top universities. 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). Prior to his association with IDSC, Mr Chan was providing business advisory services in the areas of quality, manufacturing and supply chain, and speaking at technical seminars. The DSA programme’s unique combination of technical depth and domain-specific knowledge gives our graduates a competitive edge in the job market. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. The course will use actual use cases to cover the following: At the end of the course, participants will be able to: There will be two hands-on exercises using Excel 2016 for Windows (or later versions), with the Analysis ToolPak and Solver Add-ins. Data Analytics Basic Courses . 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. We strive to impact society via education, research and outreach activities, and aspire to be the go-to academic […] TGS-2020513209 (Classroom Learning) Topics include map-reduce as a tool for creating parallel algorithms that operate on very large amount of data, similarity search, data-streaming processing, search engine technology, and clustering of very large high-dimensional … To prepare the next generation of data scientists for the new global data economy, the DACC provides students in NUS’ Data Science and Analytics degree programme opportunities to solve real-world business problems with data-driven solutions. Students will learn how to communicate the main features of a data set, quantify relationships in data, predict using historical data, select between different data models and appreciate how data insights can influence decisions. These exercises will be carried out in groups. – DSA2101 Essential Data Analytics Tools: Data Visualisation – DSA2102 Essential Data Analytics Tools: Numerical. This module introduces basic data analytics concepts with a focus on applications that industrial and systems engineers commonly deal with. Terms and Conditions apply. Established in 2016, the NUS Smart Nation Research Cluster supports and complements Singapore’s Smart Nation Initiative by developing strategic capabilities in data science, analytics and optimisation, artificial intelligence, as well as cybersecurity. Business Analytics. 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. As Director of Quality, he led the development of a Quality Management System for a global manufacturing network which delivered products renowned for their top quality. Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. In the era of big data, analytics and advanced technology, sophisticated models can be built and deployed quickly. NUS’ Faculty of Science is the first in Singapore to offer a four-year direct honours programme leading to a Bachelor of Science in Data Science and Analytics. 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, Servitization, Circular Economy, Additive Manufacturing and other drivers and enablers shaping Industry 4.0 and the Smart Economy – Use Case of Managed Services, Smart factories and the transformations wrought by Internet of Thing (IoT) and Industrial Internet of Things (IIoT) – Use Case of Production Constraint Diagnosis, 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, Recognise the characteristics of advanced analytics which makes them key to Industry 4.0, Understand the basic underlying concepts of diagnostic analytics in the analysis of factory constraints, Understand how predictive analytics techniques such as count data regression could be used to forecast demand, Apply basic prescriptive analytics to recommend stocking level of several products sharing WIP space, Understand how smart systems should be designed to work with humans responsible for business outcomes, Servitization of Manufacturing & Managed Service Use Case, Circular Economy, Additive Manufacturing and other drivers and enablers shaping Industry 4.0, Production Line Design & Diagnosis Exercise, Big Data, Cloud Computing and the Predictive and Prescriptive Analytics for Industry 4.0, Demand and Stock Planning Use Case & Exercise, Man-Machine Collaboration, Augmented Intelligence & Future of Work, All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. Big Data Analytics is the practice of using digital data for understanding insights from data. 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 … He has been actively involved in data and information management since 2000 and has successfully implemented global projects covering data warehouses, management information systems, data analytics and e-business systems. Business decisions are often made under uncertainty. He specialises in the transformation of organisations, operations, and services using data, analytics, and artificial intelligence. In April 2020, NUS launched the Data Literacy Programme (DLP) to empower staff with basic data analytics skills, as part of a University-wide initiative to enhance staff capabilities. He was an Adjunct Lecturer at Institute of System Science -National University of Singapore and the Singapore Civil Service College and served on the Scientific Advisory Committee for National Research Foundation’s Future Resilient Systems research programme. Business Analytics is the perfect degree for anyone interested in Statistics, Business, Computing, and of course, using data to create change. The programme will be … This programme, the first in Singapore, grooms data scientists with interdisciplinary expertise in statistics, mathematics and computer … The area of interest explore and convey the key insights structure to big! Job market of Science with Honours, double major in Computational Finance Analytics phase and IoT TGS-2020513209 Classroom., Business software, Statistical Methods and Calculus of Adelaide and computation to generate and. And MSc in Computer Engineering at Isfahan University of technology ( IUT ) and... 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