Dr Guo teaches executive programmes of Data Analytics and Design Thinking at NUS. He has organised / co-organised Businesses run on data, and data offers little value without analytics. 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. Business decisions are often made under uncertainty. His research interest lies in how data science can help organisations and businesses to be more efficient and effective. He teaches courses on 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 managed the industrial relationships through projects and attachments. In addition, you will get to dabble with data visualisation including creating graphs. development, implementation of business process re-engineering and functional Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. has over 30 years’ experience in IT and information management. Experienced with using Excel in manipulating data, charting and basic analysis. University of Western Australia. He was born in 1968 in Isfahan, Iran. Specially curated programmes for youths to find out about impact – the impact they want to make for their future – and to make better decisions. 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. He has also trained professionals from various companies on data analytics and the use of SAS software. Certificate in Data Analytics. Data visualization represents data in a visual context by making explicit the trends and patterns inherent in the data. 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 also has Masters in Business Research and tools, applying them to solve problems in public health, water resource Recently, Julian was ranked 6th in the Microsoft Data Science Capstone Competition. Low is a lecturer with the University Scholars Programme He got his PhD in computer engineering, pattern recognition and image processing, from University of Bristol, Bristol, England, in 2005. professional experience in the use of computational modelling and data-driven Note: Data Storytelling for Health Services is next scheduled for 26-28 Apr 2021 and 4-6 Oct 2021. Millions of networked sensors are also embedded in various devices such as mobile phones and tablet computers to sense, create, and communicate data. Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. Benjamin Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS.. 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. To date, he has conducted over 1,600 man-hours of data science training. 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. He is also currently a Adjunct Senior Faculty with the Singapore University of Social Sciences (SUSS) and a SAS Trainer as well. Events Calendar; Photo Gallery; Outreach. At NUS, he had mentored student software development projects and taught visual communications, designing new media content, and research methods. 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. He has a strong interest and passion for data analytics, visualization and e-business. 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. Chua Bee Luan is a Senior Lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at the National University of Singapore (NUS). He is also the mentor to the trainees accepted into the IMDA-SAS BIA Programme for 5 intakes. He From beginner courses that introduce basic concepts to more technical programming and visualisation techniques, you will acquire data analytics skills and learn the real-life applications of data science. She consults local and overseas corporate clients on data analytics, user experience design and service innovation. At the end of the course, participants will be able to: Julian obtained a PhD degree in Information Systems from NUS. 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). Click, Data Analytics and Visualization for Managers. 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. 19, 22 & 23 Mar 2021. She taught modules in Business Analytics, Data Visualization, Website Design, Business Software, Statistical Methods and Calculus. Upon successful completion of Beyond the Basics: Data Analytics and Visualization for Accounting Professionals, you will earn a certificate of completion, and a digital badge. Senior lecturer in Data Analytics and Visualization with the School of Ping Shung through his career has gathered much experience on statistical modeling, from working in the banks, supervising Masters students and doing education research. 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. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. 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. His research interest lies in how data science can help organisations and businesses to be more efficient and effective. 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. (USP) at the National University of Singapore. 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). An understanding of common IT software, databases, programming tools and environments is preferred. Physics and a Bachelors in Law. Teaching has always been her passion and Data Analytics is her new area of interest. 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. Visit. TGS-2020513790 (Classroom Learning) This programme builds on the basic skills of Python with Matplotlib or equivalent, with advanced data visualisation techniques and packages drawn from the Python ecosystem. has been actively involved in data and information management since 2000 and B. Sc. 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). (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. 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. Please visit, MSc in Pharmaceutical Science & Technology, SGUS: Construction / Facilities Management, Microsoft Data Science Capstone Competition, research award for user acceptance research, http://www.ssg.gov.sg/programmes-and-initiatives/training/enhanced-training-support-for-smes.html?_ga=2.154478072.1748789781.1519700056-512306731.1519700056, https://www.skillsconnect.gov.sg/sop/portal/e-Services/For%20Employers/AbsenteePayroll.jsp, https://www.wsg.gov.sg/programmes-and-initiatives/workfare-skills-support-scheme-individuals.html, List how visualisation is useful in a variety of settings, Apply visualisation to data to understand and analyse it, Communicate analysis effectively with data visualisations, All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. Data Analytics Consulting Centre; Consulting Service Form; Events. 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). Benjamin Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. Ben This module also covers a basis of the Infrastructure used for storing, processing and analysing big data. has successfully implemented global projects covering data warehouses, He has a strong interest and passion for data Academic. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. As an educator, Edmund Teaching has always been her passion and Data Analytics is her new area of interest. He holds a Doctorate in Business Administration from the University of Western Australia. Starting her career in Singapore as a marketing practitioner, Dr Guo worked across manufacturing, entertainment and education industries. Koo Ping Shung is an experienced Data Scientist with more than 13 years of relevant experience. He has been conducting text-analytics research since 2010 and teaching visualization since 2007. 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). She was the Chief Representative in China for a Singapore listed company. It introduces the various tools and techniques used by data science teams today. 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. heads the quantitative reasoning domain, and is also director of the Post Diploma Certificate in Decision Analytics. He is also currently a Adjunct Senior Faculty with the Singapore University of Social Sciences (SUSS) and a SAS Trainer as well. Big data is now part of every industry sector and function of the global economy. 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 has over 30 years’ experience in IT and information management. Please visit, Understand what is Big Data, Data Science/Analytics, Machine Learning and Artificial Intelligence, Describe and manage the data analytics process and workflow, Understand the various tools used for analysis and data platforms required to support the analytics process, Identify the competencies required to build a data science team, Understand the tools for visualization and building data science models, MSc in Pharmaceutical Science & Technology, SGUS: Construction / Facilities Management, Microsoft Data Science Capstone Competition, research award for user acceptance research, http://www.ssg.gov.sg/programmes-and-initiatives/training/enhanced-training-support-for-smes.html?_ga=2.154478072.1748789781.1519700056-512306731.1519700056, https://www.skillsconnect.gov.sg/sop/portal/e-Services/For%20Employers/AbsenteePayroll.jsp, https://www.wsg.gov.sg/programmes-and-initiatives/workfare-skills-support-scheme-individuals.html, Painting the big picture – Big Data and Data Analytics, Exploratory Data Analysis and Linear Regression-Predicting HDB Prices, Logistic Regression-Predicting HDB Prices, Analytics with Orange Workshop (Credit Card Fraud Detection), Data Visualization Principles: Visual Components, Data Visualization Technique and Design: Types of Graphs & Insights, Data Cleaning: Preparing Excel Files for Tableau, Creating Visualizations/ Maps/Dashboards/Stories, Group Project: US Cities, Attracting Investment Capital, Create a Preliminary Narrative/ Improve Narrative via Exploratory Data Analysis, All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. 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. Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. sales profitability with better understanding of customers, products and Prior to this, he was the Analytics Practicum Manager of the Master of IT in Business (Analytics) at the Singapore Management University School of Information Systems. management and air quality in buildings. He obtained his bachelor degree in Economics from National University of Singapore, with a minor in Computational Finance. 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). 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 … 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 … programming workshops and data hackathon for students. He has over 30 years’ experience in IT and information management. TGS-2020501910 (Synchronous e-Learning). His research interests include AI, Machine Vision, Data Science, and IoT. She was the Principal Investigator for a series of research projects to inform better public transport policy decisions. He currently 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. Teaching Excellence Award. Data Visualisation and Storytelling—Beyond the “Data Speaks for Itself” Approach. He was given a  teaching award for visualization class and research award for user acceptance research in NUS. Terms and Conditions apply. Benjamin Lee is a Offered by University at Buffalo. Offered by University of Illinois at Urbana-Champaign. Ben has been teaching information & data management and business analytics classes since 2016. support for Finance, HR, Manufacturing, Retail and mergers/acquisitions in Oil 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. Dr. Monajemi was the data science advisor of MSC (Mobarakeh Steel Complex, the largest in the country). 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