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 is the practice of using digital data for understanding insights from data. 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. Business Analytics is the perfect degree for anyone interested in Statistics, Business, Computing, and of course, using data to create change. 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. He consulted for MNCs such as ExxonMobil, GE Plastics, Gillette and HP as well as for the public sector in security, healthcare and library services. An ability to function effectively in … 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. MSc with Data Analytics Specialization. Visit. He is a seasoned Trainer in Data Science as well, having trained numerous professionals on Analytics. (with Distinction). 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. 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. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. Koo Ping Shung is an experienced Data Scientist with an MBA degree and accumulated more than 15 years of relevant experience. The programme will be … Business decisions are often made under uncertainty. Bee Luan is a passionate educator with more than 14 years … 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). He was born in 1968 in Isfahan, Iran. He holds a Doctorate in Business Administration from the University of Western Australia. 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. He studied towards BSc and MSc in Computer Engineering at Isfahan University of Technology (IUT), and Shiraz University respectively. Visit. Pay-what-you-want monetization in live streaming (Chinese Business Center at NUS, in Chinese). 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. His career roles span CIO, Director of IT services, Strategy and Planning, Project management, Applications development, Systems engineering, Data management and IT outsourcing. 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 has taught the Data Science courses, including Data Mining, Advanced Data Mining, AI, and Neural Networks since 2008 at both undergraduate and postgraduate levels. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. He has a strong interest and passion for data analytics, visualization and e-business. She taught modules in Business Analytics, Data Visualization, Website Design, Business Software, Statistical Methods and Calculus. 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. Ashok is the author of the book Marketing Analytics, a Practitioner's Guide to Marketing Analytics and Research Methods. He also has Masters in Business Research and Physics and a Bachelors in Law. To unlock the potential contained within the Big Data requires the application of techniques to explore and convey the key insights. TGS-2020513209 (Classroom Learning) 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. The programme comprises 8 modules to be completed in two regular semesters alongside a one-year (13-month) capstone … This course is part of the Data Science and Graduate Certificate in Customer Analytics Practice Series offered by NUS-ISS. B.Acc, National University of Singapore Ruth is an Associate Professor of Finance who teaches Financial Markets, Financial Management and Corporate Finance. Held in Singapore. 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. Welcome to the Department of Analytics & Operations (DAO)! 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. Dr. Julian Lin. 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. 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. 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. 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 also contributes articles to AI Singapore, an institution in Singapore, focused on building AI capabilities. from National University of Singapore. 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. 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. Course Reference No: 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. Data analytics will help organisations gain greater insights of their businesses to make better informed decisions and take actions. National University of Singapore – M.S. 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 … NUS SCALE Data Analytics Courses. We strive to impact society via education, research and outreach activities, and aspire to be the go-to academic […] 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 Opinions / 观点: Live streaming industry and internet-based business model in China (Chinese Business Center at NUS, in Chinese). These exercises will be carried out in groups. Data Analytics Basic Courses . Click. This module introduces basic data analytics concepts with a focus on applications that industrial and systems engineers commonly deal with. His last role at HP was the Senior Director of Manufacturing for its laser printers product family. 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). Ben has been teaching information & data management and business analytics classes since 2016. 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. Data Science and Analytics at NUS There is a substantial shortfall worldwide in data scientists — individuals with expertise in data analytics. 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. Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. 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. Operations managers champion efficiency and the competitive strategy. 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). Accordingly, a Business Analytics degree from NUS will provide you with the skills and expertise needed to build a career in today's fastest-growing and most exciting profession. Analytics is the art and science of integrating data, modelling and computation to generate insights and decisions that add value. He is currently the mentor to the trainees accepted into the IMDA-SAS BIA Programme for 10 intakes. Terms and Conditions apply. 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). 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. Through this course, gain insights on big data applications, analytics, and machine learning, and learn to leverage them for better business decisions. He managed the industrial relationships through projects and attachments. Dates 1 Dec & 7 Dec 2020 (9am - 5pm) 10 Dec 2020 (9am - 11am) Duration 2.5 Days Course Overview To gain understanding and working knowledge of Data Analytics and Decision Science. 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. Descriptive Analytics with R for undergraduates (2019, 2020) Faculty page at NUS Business School. 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 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. They have the ability to collect, curate, analyse and visualise data … 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. Data science is an interdisciplinary field, where processes and systems are used to extract knowledge or insights from data for data-driven decision-making. The Data Analytics and Consulting Centre is a consulting unit closely linked with the DSA programme. 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. Overview of Graduate Programmes; Doctor of Philosophy (PhD) 4 Years in NUS; 2 Years in NUS + 2 Years in China – SUSTech 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. We are taught how to wrangle with big data, develop machine learning models, and then translate them into powerful business insights. 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. 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. 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. IBM; Industry-linked capstone consulting project 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 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. Build a data-driven organisation. 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. A specialist in the area of Analytics, Dr Lek has been involved in Big Data Analytics for the past 6 years. DSC2008 Business Analytics–Data and Decisions “Most companies today have plenty of data. Topics will be taught using practical workshops using software like SPSS Statistics, SPSS Modeller, JMP and Excel. 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). Our educational and outreach programmes aim to raise awareness of the fast-growing data science sector. 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. Data engineers build tools, infrastructure, frameworks and services which allow them to tease insights from the myriad of data streams being generated. In the era of big data, analytics and advanced technology, sophisticated models can be built and deployed quickly. 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. He got his PhD in computer engineering, pattern recognition and image processing, from University of Bristol, Bristol, England, in 2005. To date, about 600 Executive and Administrative (E&A) staff have completed DLP and a … Mid-Career Enhanced Subsidy (MCES) - Singaporeans aged 40 and above may enjoy subsidies up to 90% of the programme fee. Build a data-driven organisation. He has over 30 years’ experience in IT and information management. He specialises in the transformation of organisations, operations, and services using data, analytics, and artificial intelligence. Analytics is the art and science of integrating data, modelling and computation to generate insights and decisions that add value. Strategic Technology Management Institute. Teaching has always been her passion and Data Analytics is her new area of interest. The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. ... Graduate Certificate in Business Analytics Practice Series offered by NUS-ISS. Benjamin Lee is a Senior lecturer in Data Analytics and Visualization with the School of Continuing and Lifelong Education (SCALE) at NUS. 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. He has presented to organizations such as NLB, BCA, CPF, IRAS and SEMI. 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. 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. 02 - 03 Feb 2021 (Online) Bee Luan is a passionate educator with more than 14 years of teaching experience in an institute of higher learning. 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. 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. He Dr Lek Hsiang Hui currentlyteaches courses in undergraduate Requirements Analysis and Design, Data Mining, and Business Analytics at the School of Computing, National University of Singapore. MSc in Accounting (Data and Analytics) The MSA programme is the first specialised Master’s degree in accounting data and analytics in Asia. He was awarded the best university teacher of the province in 2012. This programme, the first in Singapore, grooms data scientists with interdisciplinary expertise in statistics, mathematics and computer … A research-intensive university with an entrepreneurial dimension, NUS is ranked consistently as one of the world's top universities. 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. 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