Course Reference No: TGS-2020501910 (Synchronous e-Learning)
Numbers can only tell so much on paper. 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 Visualisations. This can lead to missed business opportunities. The 1-day course will cover the analytics process, data cleaning techniques, how to conduct exploratory data analysis within the data and Visualisation techniques that help to “tell THE story” that resides within their data.
Singapore Citizen 39 years old or younger
Dr Benjamin Lee
Dr Lee is a Senior lecturer in Data Analytics and Visualisation with the Faculty of Science at NUS. He has over 30 years’ experience in IT and information management. His career roles span CIO, Director of IT services, Strategy and Planning, Project management, Applications development, Systems engineering, Data management and IT outsourcing. 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 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. In those projects, Dr Lee had applied data analytics to improve resource management and sales profitability with better understanding of customers, products and services. Ben has been teaching information & data management and business analytics classes since 2016. He holds a Doctorate in Business Administration from the University of Western Australia. He also has Masters in Business Research and Physics and a Bachelors in Law. He has a strong interest and passion for data analytics, visualisation and e-business.
Mr Alwin Zhang
Alwin Zhang is a Research Analyst (Data Science) currently with the department of Health Services Research Center (HSRC) in Singhealth, with a joint appointment of a Research Associate in DukeNUS. He graduated from NUS with a Masters in Business Analytics since 2018. He has a strong research interest towards applied data analytics, harnessing open-source machine learning and deep learning methodologies to solve issues and ease workflows within the healthcare industry. He has previously conducted various workshops including Introduction to R programming and Data de-identification within Singhealth.
In line with the Singapore Personal Data Protection Act (PDPA), please note that we have updated our SingHealth Data Protection Policy, a copy of which is available at http://www.singhealth.com.sg/pdpa. Hard copies are also available on request.
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