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. has received both the USP Teaching Excellence Award, as well as the NUS Annual 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. Data visualisation is the first step in any data analysis, often used in various settings from indicating underlying relationships to exposing characteristics of the data. He Dr Guo returned to Singapore and joined NUS as a faculty member in 2011. She taught modules in Business Analytics, Data Visualization, Website Design, Business Software, Statistical Methods and Calculus. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. TGS-2020506066 (Classroom Learning) The Python for Analytics programme will serve as the first step in your data science learning journey, and does not require you to have prior programming knowledge, as this programme will teach you these skills. Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. Dr. Monajemi was the data science advisor of MSC (Mobarakeh Steel Complex, the largest in the country). She was the Principal Investigator for a series of research projects to inform better public transport policy decisions. Executive Certificate in Data Analytics and Data Visualisation Overview 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 … engineering, statistical methods, data science and analytics. Offered by University of Illinois at Urbana-Champaign. tools, applying them to solve problems in public health, water resource However, creating intelligence and gleaning real insights from this data is what continues to elude organisations.” – Competing on Analytics: The New Science of Winning. He was given a teaching award for visualization class and research award for user acceptance research in NUS. 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. She has particular experience in tackling complex challenges through applied research and education. 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. He also read widely on the different topics related to data science and artificial intelligence, keeping himself up-to-date with their development. professional experience in the use of computational modelling and data-driven Specially curated programmes for youths to find out about impact – the impact they want to make for their future – and to make better decisions. and Gas. He is experienced in different sub-domains of data science from theory to practice, including data mining and pattern recognition. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. How to Apply. has successfully implemented global projects covering data warehouses, Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. 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. 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. Ping Shung through his career has gathered much experience on statistical modeling, from working in the banks, supervising Masters students and doing education research. His career roles span CIO, Director of IT services, Strategy and Planning, Project management, Applications development, Systems engineering, Data management and IT outsourcing. He has been conducting text-analytics research since 2010 and teaching visualization since 2007. 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. This module introduces big data concepts, explains the importance of data mash-ups for big data and how big data analytics can be used to solve business problems in the real world. Koo Ping Shung is an experienced Data Scientist with more than 13 years of relevant experience. Engineering from Yale University. Through this course, gain insights on big data applications, analytics, and machine learning, and learn to leverage them for better business decisions. An understanding of common IT software, databases, programming tools and environments is preferred. He is also the mentor to the trainees accepted into the IMDA-SAS BIA Programme for 5 intakes. 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. Dr Guo teaches executive programmes of Data Analytics and Design Thinking at NUS. He has also trained professionals from various companies on data analytics and the use of SAS software. has been teaching information & data management and business analytics 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. Data Visualisation for Business* Session 1: 14, 15, 16 Apr 2021 Session 2: 19, 20, 21 May 2021 . Although select online programs can be used toward an Executive Certificate, at least one program must be attended in person or as a live online program. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. 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. 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). As the saying goes, “A picture is worth a thousand words.” The value of analysis is very limited if it cannot be clearly communicated to others through the use of visualizations. 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. 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). It i… Bee Luan is a passionate educator with more than 14 years of teaching experience in an institute of higher learning. In addition, through collaboration with the Institute of Management Accountants you will earn 21.5 ICMA CPE. Data visualization represents data in a visual context by making explicit the trends and patterns inherent in the data. 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. Events Calendar; Photo Gallery; Outreach. He often advised companies on the type of data analytics projects they can work on with their data and is a co-supervisor for many Masters students on their data analytics capstone projects. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. 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 also currently a Adjunct Senior Faculty with the Singapore University of Social Sciences (SUSS) and a SAS Trainer as well. In those He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. Data analytics (e.g., financial analytics, marketing analytics) Technology and cybersecurity law; The NUS School of Computing is highly ranked internationally. 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. She was the Chief Representative in China for a Singapore listed company. He studied towards BSc and MSc in Computer Engineering at Isfahan University of Technology (IUT), and Shiraz University respectively. 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). Participants will also learn how to collect data from the web using web scraping tool. 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). Engineering from Yale University. Businesses run on data, and data offers little value without analytics. He was given a  teaching award for visualization class and research award for user acceptance research in NUS. Specially curated programmes for youths to find out about impact – the impact they want to make for their future – and to make better decisions. Dr. Benjamin Lee . In support of Singapore’s drive towards lifelong learning and NUS’ Continuing and Professional Education (CPE) initiative, the Faculty has set out new Graduate Certificate programmes. Our Masters of Science in Business Analytics (MSBA) students are well-equipped with the expertise to excel in the data analytics field and serve a variety of industries such as retail, finance, information technology, healthcare and supply chain. A roadmap of how to build an internal data science competency in an organisation will be discussed. At the end of this course, participants should be able to; The participant should have an IT/software project development, architecture or management experience. 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). management and air quality in buildings. Physics and a Bachelors in Law. His research interest lies in how data science can help organisations and businesses to be more efficient and effective. Professors. Dr Guo holds a PhD in Marketing from University of Exeter, an MBA from University of Adelaide and a BA in Literature from Beijing Normal University. He was awarded the best university teacher of the province in 2012. 19, 22 & 23 Mar 2021. He also has studied Learning Management Systems, E-Learning, and E-Learning for workplaces since 2007. Click. Ben Data Visualisation and Storytelling—Beyond the “Data Speaks for Itself” Approach. Visit. (Business Analytics) B.Sc. He has more than 13 years of academic and 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. He is also the mentor to the trainees accepted into the IMDA-SAS BIA Programme for 5 intakes. University of Western Australia. Data scientists are constantly seeking patterns and predicting outcomes from these vast collections of data. Business decisions are often made under uncertainty. Edmund holds a PhD in Environmental (Data Science and Analytics) In addition, BBA and BBA (Accountancy) students who are matriculated from AY2017/18 onwards and specialised in Business Analytics are not allowed to graduate with a second Major in Business Analytics. Difference Between Data Visualisation and Data Analytics. 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. classes since 2016. Koo Ping Shung is an experienced Data Scientist with more than 13 years of relevant experience. Terms and Conditions apply. Big data is now part of every industry sector and function of the global economy. His research interests include AI, Machine Vision, Data Science, and IoT. 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. Prior to teaching, Bee Luan began her career in the IT industry in multiple roles, from project management to IT consulting in both MNC and SME companies. Visit. He holds a Doctorate in Business Administration from the University of Western Australia. Post Diploma Certificate in Decision Analytics. Taught by faculty with expertise in both analytics and insights, MAI students can build on such knowledge to prepare for themselves a distinguished career in this important area in marketing. DSC2008 Business Analytics–Data and Decisions “Most companies today have plenty of data. 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. 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. Build a data-driven organisation. He has organised / co-organised Most tools allow the application of filters to manipulate the data as per user requirements. has received both the USP Teaching Excellence Award, as well as the NUS Annual The Certificate in Data Analytics will educate managers, data analysts and others about the methods and techniques of data analytics, the problems inherent in big data analysis, and the potential of using software that learns or improves its … management and air quality in buildings. This course provides an exploratory tour of big data, data analytics, data science, machine learning and artificial intelligence. Edmund The course provides exposure to building static and interactive graphics using Tableau and Orange including a demonstration on the building of actual analytics models in Orange. Edmund holds a PhD in Environmental Certificate in Data Analytics. Ping Shung through his career has gathered much experience on statistical modeling, from working in the banks, supervising Masters students and doing education research. He also has Masters in Business Research and Physics and a Bachelors in Law. Graduate Certificate in Analytics Project Management, Professional Diploma in Digitalisation: Duration : 3 days Course Time: 9:00am - 5:00pm: Enquiry: Please contact Elizabeth EE at tel: 65165409 or email or for more details. management, Applications development, Systems engineering, Data management and Teaching Excellence Award. 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. Starting her career in Singapore as a marketing practitioner, Dr Guo worked across manufacturing, entertainment and education industries. This course is part of the Data Science, Graduate Certificate in Business Analytics Practice Series offered by NUS-ISS. Application sales profitability with better understanding of customers, products and This visual form can be a chart, graphs, lists or a map etc.This representation helps people to understand the magnitude of the data. The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. TGS-2020501971 (Synchronous e-Learning). He managed the industrial relationships through projects and attachments. 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. His research interest lies in how data science can help organisations and businesses to be more efficient and effective. Edmund Low is a lecturer with the University Scholars Programme (USP) at the National University of Singapore. The ability to process data to make predictions about the behavior of individuals or markets, to diagnose systems or situations, or to prescribe actions for people or processes drives business today. heads the quantitative reasoning domain, and is also director of the He often advised companies on the type of data analytics projects they can work on with their data and is a co-supervisor for many Masters students on their data analytics capstone projects. As an educator, Edmund Experienced with using Excel in manipulating data, charting and basic analysis. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. development, implementation of business process re-engineering and functional Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. services. Data visualization is nothing but, representing data in a visual form. Some programming experience and statistics at a pre-university level is required to participate in this 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. projects, Ben had applied data analytics to improve resource management and He currently 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. 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. He has been conducting text-analytics research since 2010 and teaching  visualization since 2007. Terms and Conditions apply. In particular, students will get an insight into how big data is managed and useful information extracted to better make informed decisions. Academic. By understanding these analytics, you are taking a critical first step toward developing a strategic advantage and competitive edge in the market. 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. To qualify for an Executive Certificate, participants must complete four programs—with at least three of the four coming from their chosen certificate track—within a four-year period. Business Trends and Insights* Session 1: 23, 24, 25 Jun 2021 Session 2: 28, 29, 30 Jul 2021. At NUS, he had mentored student software development projects and taught visual communications, designing new media content, and research methods. This can lead to missed business opportunities. Quantitative Reasoning Centre, at USP. Offered by University at Buffalo. tools, applying them to solve problems in public health, water resource 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. 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). 15, 18 & 19 Jan 2021 (FTF) Low is a lecturer with the University Scholars Programme To date, he has conducted over 1,600 man-hours of data science training. Such pattern and trends may not be explicit in text-based data. Recently, Julian was ranked 6th in the Microsoft Data Science Capstone Competition. Teaching has always been her passion and Data Analytics is her new area of interest. 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