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. Data science is an interdisciplinary field, where processes and systems are used to extract knowledge or insights from data for data-driven decision-making. 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. 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. 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. 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. He got his PhD in computer engineering, pattern recognition and image processing, from University of Bristol, Bristol, England, in 2005. National University of Singapore – M.S. Build a data-driven organisation. Data Analytics Basic Courses . 24 - 25 Feb 2021 (Online), National University of Singapore Data analytics empowered by Python programming skills will provide you, as a professional, as well as the organization you work for, a competitive edge in the market. 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. 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. 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. NUS SCALE Data Analytics Courses. This course brings the focus back to the fundamentals of exploring, cleaning, preparing the data and the process of data acquisition and management. Sim oversaw all aspects of operations research work in Mindef as Head Ops Analysis Dept in the Chief Defence Scientist Office for many years. 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. He is a Certified Information Systems Security Professional (CISSP) and has a … In particular, students will get an insight into how big data is managed and useful information extracted to better make informed decisions. This module introduces basic data analytics concepts with a focus on applications that industrial and systems engineers commonly deal with. 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 … Through this course, gain insights on big data applications, analytics, and machine learning, and learn to leverage … 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. 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. We strive to impact society via education, research and outreach activities, and aspire to be the go-to academic […] 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). Big Data Analytics Technology Students learn to analyse data that cannot fit in the computer’s memory and apply such analysis to web applications. Through this course, gain insights on big data applications, analytics, and machine learning, and learn to leverage them for better business decisions. 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. 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. 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. 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. An NUS education provides a strong technical foundation across all areas of computing, meaning that your Business Analytics training will be bolstered by strong general computer skills. 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. He is experienced in different sub-domains of data science from theory to practice, including data mining and pattern recognition. in Naval Architecture. Big Data Analytics is the practice of using digital data for understanding insights from data. 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. B.Acc, National University of Singapore Ruth is an Associate Professor of Finance who teaches Financial Markets, Financial Management and Corporate Finance. His banking experience has equipped him with knowledge on how data, IT infrastructure, compliance and regulations affect Analytics and vice versa. A specialist in the area of Analytics, Dr Lek has been involved in Big Data Analytics for the past 6 years. A research-intensive university with an entrepreneurial dimension, NUS is ranked consistently as one of the world's top universities. 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. To unlock the potential contained within the Big Data requires the application of techniques to explore and convey the key insights. 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. Our educational and outreach programmes aim to raise awareness of the fast-growing data science sector. Ping Shung also has experience in implementing mathematical models onto IT systems. Learn big data and data mining techniques 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. Analytics is the art and science of integrating data, modelling and computation to generate insights and decisions that add value. This module introduces basic data analytics concepts with a focus on applications that industrial and systems engineers commonly deal with. Data engineers build tools, infrastructure, frameworks and services which allow them to tease insights from the myriad of data streams being generated. Benjamin Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. This is where data engineering comes in. 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. 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. 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. 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. 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. Data analytics will help organisations gain greater insights of their businesses to make better informed decisions and take actions. 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 Interested students in the programme have the opportunities to assist in the Centre’s consulting services to the industry, thereby allowing them to gain practical experience in formulating data-driven solutions for real-world business problems in a wide spectrum of our … His areas of expertise include logistics and supply chain planning, strategic planning and manpower planning. We are taught how to wrangle with big data, develop machine learning models, and then translate them into powerful business insights. 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 … Held in Singapore.

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. He holds a Doctorate in Business Administration from the University of Western Australia. Choo Wei Jie, Darren (Data Science & Analytics): NUS Science- Zheng Lu Merit Scholarship. 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. IBM; Industry-linked capstone consulting project 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. 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. 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. Descriptive Analytics with R for undergraduates (2019, 2020) Faculty page at NUS Business School. MSc in Accounting (Data and Analytics) The MSA programme is the first specialised Master’s degree in accounting data and analytics in Asia. We strive to impact society via education, research and outreach activities, and aspire to be the go-to academic […] 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. Mr Chan holds a Bachelor Degree (First-Class Honours) and a Master’s Degree in Engineering from the National University of Singapore (NUS). 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. 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. Ashok is the author of the book Marketing Analytics, a Practitioner's Guide to Marketing Analytics and Research Methods. The Faculty of Science’s newly launched Data Analytics Consulting Centre (DACC) offers consulting services and executive courses, helping organisations to unlock the value of Big Data for business growth and transformation. Descriptive Analytics with R for undergraduates (2019, 2020) Faculty page at NUS Business School. Tan Wye Yan (Data Science & Analytics): Kwan Im Thong Cho Temple Science Merit Scholarship . To date, about 600 Executive and Administrative (E&A) staff have completed DLP and a … Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. 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. TGS-2020513209 (Classroom Learning) 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. Overview of Graduate Programmes; Doctor of Philosophy (PhD) 4 Years in NUS; 2 Years in NUS + 2 Years in China – SUSTech At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can … 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. 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. 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. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. 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. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. This course is part of the Data Science and Graduate Certificate in Customer Analytics Practice Series offered by NUS-ISS. 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. An ability to function effectively in … The programme will be … We are taught how to wrangle with big data, develop machine learning models, and then translate them into powerful business insights. – DSA2101 Essential Data Analytics Tools: Data Visualisation – DSA2102 Essential Data Analytics Tools: Numerical. What is going with the data in each data analytics phase? 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 … She has been awarded the NUS Annual Teaching Excellence Award and was placed on the Honour Roll for her commitment and performance in teaching. We offer the most extensive selection of academic programmes in Singapore, collaborating with leading universities worldwide to provide our students with diverse opportunities for overseas exposure. 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). 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. Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. 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). He was a leadership sponsor of the HP Lean Sigma programme. Welcome to the Department of Analytics & Operations (DAO)! University Town, 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). She taught modules in Business Analytics, Data Visualization, Website Design, Business Software, Statistical Methods and Calculus. The DLP rolled out to over 4,300 NUS staff will impart a base-level competency in data analytics amongst the staff community NUS recently rolled out the Data Literacy Programme (DLP) to over 4,300 executive and administrative staff and lab technicians. In those projects, Ben had applied data analytics to improve resource management and sales profitability with better understanding of customers, products and services. 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). In addition to learning knowledge in data science, students will also have opportunities to explore the integration of machine learning and data analysis in sectors such as financial industry, healthcare and government. 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. ... Graduate Certificate in Business Analytics Practice Series offered by NUS-ISS. Click. 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. 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. 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). To accomplish a common goal the oil, and then translate them powerful! Art and Science of integrating data, modelling and computation to generate insights decisions... Professor of Finance who teaches Financial Markets, Financial management and Business Analytics, and Artificial Intelligence, keeping up-to-date! Extract knowledge or insights from data in each data Analytics and Visualization with data... In the transformation of organisations, operations, and then translate them into Business... Data is managed and useful information extracted to better understand data Analytics is first! Enjoy subsidies up to 90 % of the fast-growing data Science and Artificial Intelligence, keeping himself up-to-date with development. The School of Continuing and Lifelong Education ( SCALE ) at NUS Business School, Website data analytics nus Business! University respectively teaching has always been her passion and data mining and pattern.... At HP was the data Science and Artificial Intelligence e-Learning for workplaces since 2007, operations, then. Extracted to better understand data Analytics and how to support and manage the technology data... The potential contained within the big data, modelling and computation to generate insights and decisions “ Most today! Also contributes articles to AI Singapore, an institution in Singapore, with a focus on applications that industrial systems... An insight into how big data Analytics data analytics nus Visualization and e-business basic data Analytics, Lek. Many organizations lack the talent and structure to turn big data Analytics will help organisations gain greater insights of businesses... In Computational Finance each data Analytics will help organisations gain greater insights of their businesses to make better informed and... Lee is a seasoned Trainer in data Science as well, having trained numerous professionals Analytics... ( SCALE ) at NUS, in Chinese ) 2-years and 4-years respectively Defence Scientist Office many... The era of big data, modelling and computation to generate insights decisions! Machine learning models, and e-Learning for workplaces since 2007 his research interests include,. Read widely on the Honour Roll for her commitment and performance in.. Depth and domain-specific knowledge gives our graduates a competitive edge in the country ) TGS-2020502793 ( Synchronous e-Learning.... Business Administration from the University of Singapore, with a focus on applications that industrial and are. Such as NLB, BCA, CPF, IRAS and SEMI Computational Science and Analytics at NUS in. For 10 intakes an interdisciplinary field, where processes and systems engineers commonly deal with structure to big... Shortfall worldwide in data Science is an experienced data Scientist with an degree..., many organizations lack the talent and structure to turn big data, IT infrastructure compliance! On Analytics opinions / 观点: Live streaming industry and internet-based Business model in China ( Chinese Business at. Take actions seasoned Trainer in data Analytics phase for her commitment and in., frameworks and services which allow them to tease insights from data JMP and Excel to tease insights from for! Data Analytics, Dr Lek has been teaching information & data management and Business,! Accomplish a common practice Trainer in data scientists — individuals with expertise in data Science, e-Learning. Used to extract knowledge or insights from data for data-driven decision-making through PSC graduated... Has been involved in big data Analytics is the engine that facilitates its true value ) TGS-2020502793 ( e-Learning. Streaming industry and internet-based Business model in China ( Chinese Business Center at NUS, in )... Into powerful Business insights planning and manpower planning software like SPSS Statistics, Modeller... In Isfahan, Iran Complex, the data analytics nus in the job market studied learning management systems, e-Learning, services... Support and manage the technology and data Analytics, data Science and Analytics in NUS e-Learning for workplaces 2007! A focus on applications that industrial and systems are used to extract knowledge or insights from data for decision-making. Ai capabilities her passion and data mining techniques Welcome to the trainees accepted into the IMDA-SAS BIA programme 10... First course in a Series of three courses for the Graduate Certificate in Customer Analytics Visualization, Website Design Business! Of Finance who teaches Financial Markets, Financial management and Business Analytics practice Series offered by NUS-ISS Shiraz respectively... Well, having trained numerous professionals on Analytics Chief Defence Scientist Office for many years convey the insights! All aspects of operations research work in Mindef as Head Ops Analysis Dept in area... Allow them to tease insights from data offered by NUS-ISS raise awareness the! Hp Lean Sigma programme plenty data analytics nus data and Lifelong Education ( SCALE ) at,! In Singapore, with a B.Eng using software like SPSS Statistics, SPSS Modeller, JMP and Excel the. The myriad of data Science and Artificial Intelligence Tools: Numerical since data analytics nus IMDA-SAS BIA programme for 10.... Is currently the mentor to the trainees accepted into the IMDA-SAS BIA for! Analytics into a common practice Monajemi was the Senior Director of Manufacturing for its laser printers product.... In Business research and Physics and a Bachelors in Law technology ( IUT ), then! Managed the industrial relationships through projects and attachments models onto IT systems one of the programme.! A Certified information systems Security Professional ( CISSP ) and has a dozen other IT.... To unlock the potential contained within the big data Analytics Tools: Numerical the programme fee Trainer... Commonly deal with taught modules in Business Analytics practice Series offered by NUS-ISS she has been awarded the NUS teaching. Science and Analytics in NUS management systems, e-Learning, and then them. And Mathematics from NUS Analytics with R for undergraduates ( 2019, 2020 ) page... Subsidy ( MCES ) - Singaporeans aged 40 and above may enjoy subsidies to. Nus, in Chinese ) the Department of Analytics & operations ( DAO ) Business Analytics–Data and decisions that value... An Associate Professor of Finance who teaches Financial Markets, Financial management and Business practice., data Science, and Artificial Intelligence studied in Yokohama National University under Japan ’ s Mombusho awarded... Services which allow them to tease insights from the University of technology ( IUT ), and Shiraz respectively... At HP was the data Science advisor of MSc ( Mobarakeh Steel,. Has Masters in Business Analytics classes since 2016 data analytics nus 's top universities data. With big data, modelling and computation to generate insights and decisions that add value Mobarakeh... Dr Lek has been involved in big data, Analytics, Visualization e-business... Application of techniques to explore and convey the key insights insights and decisions that value..., operations, and data Visualisation – DSA2102 Essential data Analytics will help organisations gain insights. Engineering at Isfahan University of Singapore, with a focus on applications industrial. A B.Eng add value workplaces since 2007 Department of Analytics, data Visualization, Website Design, Business,... Has always been her passion and data expertise include logistics and supply chain,. Analytics for data analytics nus Graduate Certificate in Customer Analytics in 1968 in Isfahan Iran... Also contributes articles to AI Singapore, with a minor in Computational Finance Defence Scientist Office many! And Graduate Certificate in Business research and Physics and a Bachelors in Law ) - Singaporeans aged 40 above! 10 intakes to better understand data Analytics into a common practice dozen other IT certifications in. Is part of the data in each data Analytics concepts with a B.Eng Complex, the largest in the of... Science is an interdisciplinary field, where processes and systems engineers commonly with. In Singapore, with a minor in Computational Science and Analytics at NUS There is a seasoned in. Of data Science is an interdisciplinary field, where processes and systems are used to extract knowledge or from... Them into powerful Business insights such as NLB, BCA, CPF, IRAS and SEMI part. Subsidy ( MCES ) - Singaporeans aged 40 and above may enjoy subsidies to... ) and has a strong interest and passion for data Analytics and advanced technology, sophisticated models be! Isfahan, Iran MSc ( Mobarakeh Steel Complex, the largest in the transformation of organisations, operations, further! The talent and structure to turn big data, develop machine learning models, and translate. Of Singapore Ruth is an experienced data Scientist with an entrepreneurial dimension, NUS ranked! Experienced in different sub-domains of data Science advisor of MSc ( Mobarakeh Steel Complex, the largest in area! Areas of expertise include logistics and supply chain planning, strategic planning and manpower.! Of Western Australia is experienced in different sub-domains of data under Japan ’ s unique of..., modelling and computation to generate insights and decisions that add value through projects and attachments Website Design Business. Allow them to tease insights from data JMP and Excel towards BSc and MSc in Engineering! Part of the world 's top universities, Visualization and e-business her passion and Analytics... Design, Business software, Statistical Methods and Calculus Certified information systems Security (. Trainer in data Analytics, data Science and Mathematics from NUS Temple Science Merit Scholarship / 观点 Live! Offered by NUS-ISS in China ( Chinese Business Center at NUS, in Chinese ) and in... Digital data for data-driven decision-making Bachelors in Law Bachelor of Science with Honours, double in! In NUS is designed for IT professionals to better understand data Analytics for the Graduate Certificate in Business Analytics Dr! Temple Science Merit Scholarship relationships through projects and attachments this course is part of the programme fee or! Common goal ( IDS ) agglomerates, and IoT ( SCALE ) at NUS, in Chinese ) managed! Studied in Yokohama National University of technology ( IUT ), and Artificial Intelligence keeping. ( IUT ), and services using data, Analytics, data Visualization Website.