data analytics for managers nus

TGS-2020501973 (Synchronous e-Learning). He was born in 1968 in Isfahan, Iran. Updates on Covid-19. Everything a product manager needs to know about analytics "Product people - Product managers, product designers, UX designers, UX researchers, Business analysts, developers, makers & entrepreneurs February 02 2013 True 101, Analytics, Data, Skills, Mind the Product Mind the Product Ltd To provide a business analytics minor programme within NUS for non-computing students; ... BT2102 Data Management and Visualisation: 4: CS1010S Programming Methodology 2: 4: Elective Modules: 8: Complete 8MCs of modules in the list below: BT4211 Data-Driven Marketing BT4212 Search Engine Optimization and Analytics BT4221 Big Data Techniques and Technologies BT4222 Mining Web Data … 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. NUS Overseas Colleges (NOC) – Business Analytics Students who attended NOC programme may: count TR3201 Entrepreneurship Practicum (8 MCs) partially in lieu BT4101 BSc Dissertation (4 out of 12 MCs) and replace one Business Analytics programme elective at level-3000 (4 MCs). Sidebar Χ. 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. It is best suited for professionals who wish to enhance their existing skill sets to progress from the entry level to specialist … 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 … Dr Guo returned to Singapore and joined NUS as a faculty member in 2011. Home ... Analytics & AI Views Navigation Event Views Navigation List List Month Day Today. Visit. 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 world becomes ever more data-driven, analytical skills are in high demand but very short supply. Koo Ping Shung is an experienced Data Scientist with more than 13 years of relevant experience. Please visit, 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, Understand what is Big Data, Data Science/Analytics, Machine Learning and Artificial Intelligence, Describe and manage the Data Analytics process and workflow. At NUS-ISS, we believe that data science has its own specialisations and unique learning paths can be followed by different individuals. By understanding these analytics, you are taking a critical first step toward developing a strategic advantage and competitive edge in the market. Resource management is a fundamental design issue for big data processing systems in the cloud. English Programmes ; Mandarin Programmes (中文网页) Research Centres. Managers who are leading their organizations have to play the lead role in shaping the direction and planning the strategies on who, what, when, where and how should data analytics be applied in the different parts of the organization. At NUS, he had mentored student software development projects and taught visual communications, designing new media content, and research methods. She has particular experience in tackling complex challenges through applied research and education. 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). Starting her career in Singapore as a marketing practitioner, Dr Guo worked across manufacturing, entertainment and education industries. Discussion on R and Python – the standard tools for open source analytics today; The Case for Analytics in the Cloud (Public or On Premise), Data Analytics Project Management and Setup, Discussion on Setting up a Centre of Excellence for Analytics, Privacy, Ethics and Biases in Data Science, A Data Visualization Journey with Tableau, All self-sponsored Singaporeans aged 25 and above can use their $500 SkillsFuture Credit to pay for the programme. 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 obtained his bachelor degree in Economics from National University of Singapore, with a minor in Computational Finance. 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. They must also manage schedules for future developments, and implement technological improvements of a company’s databases. 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. Ping Shung holds an MBA from University of Adelaide. Data and Analytics Manager job description . This module introduces basic data analytics concepts with a focus … 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. Understand the various tools used for analysis and data platforms required to support the analytics process. Non NUS alumni may apply too. A roadmap of how to build an internal data science competency in an … Marketing Analysis and Decision Making . Predict customer behaviour with analytics. Practical examples and cases with rich data are used to stimulate students’ interest and understanding in Business Analytics. 2X. The NUS Business Analytics programme can help professionals leverage their organisation’s data to gain insights and make informed decisions. ST2131/MA2216 Probability. Operations managers champion efficiency and the competitive strategy. 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. 29 Jan 2021 (Online) Data literacy skills are relevant to everyone – from managers and CXOs to technical professionals. 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. by Dr. Carol Anne Hargreaves, Chief of Enterprise Business Analytics, NUS-ISS . Undergraduate Programmes; Graduate Programmes; Executive Education. At the end of the programme, participants will be able to: In addition, the participant should have an IT/software project development, architecture or management experience. Next we have a study on the economic 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). Learn big data and data mining techniques . She consults local and overseas corporate clients on data analytics, user experience design and service innovation. Advanced Analytics and Machine Learning (Pre- requisite DBA5106) In this module, students will look at price formation, economic performance in imperfectly competitive markets, game theory, information economics, and empirical modelling. Data and analytics managers communicate with managers in different departments in a company in order to strategize and align goals. Control Room Management (CRM) Data Suite gives operators an edge with the tools for advanced data analysis to maintain PHMSA compliance programs. 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). Data analysis, in particular, is playing an increasingly crucial role in all perspectives of business decision making. 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. Participants should have enterprise IT knowledge, some programming and basic statistics experience. Centre on AI Technology for Humankind (AiTH) Centre for Behavioural Economics (CBE) Centre for Governance and Sustainability (CGS) Resources. 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. 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, Understand data infrastructure and platform, data science techniques and tools, and data analytics project management, Optimise resources to achieve the best results, Introduction to Artificial Intelligence and Deep Learning, Introduction to the Orange data Analytics Toolkit. Dr Guo teaches executive programmes of Data Analytics and Design Thinking at NUS. Prior knowledge on any of the topics is not required. 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). 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. for undergraduates (2015-now) for masters (2018-now) Descriptive Analytics with R for undergraduates (2019, 2020) Faculty page at NUS Business School. He managed the industrial relationships through projects and attachments. Terms and Conditions apply. Data analytics empowered by Python programming skills will provide you, as a professional, as well as the organisation you work for, a competitive edge in the market. Julian has taught programming and data management for business at UNSW. He also has studied Learning Management Systems, E-Learning, and E-Learning for workplaces since 2007. He is a Certified Information Systems Security Professional (CISSP) and has a dozen other IT certifications. 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. by Dr Lee Yen Teik Through a mix of discussions and experiential exercises, this topic applies scientific methods to translate raw data … The Institute of Data Science (IDS) agglomerates, and further builds on, substantial strengths in data science and analytics in NUS. to model business outcomes Build expertise with a specialisation. She was the Principal Investigator for a series of research projects to inform better public transport policy decisions. Study marketing metrics, data management, market response and diffusion models, market segmentation models, and digital media marketing analytics. More and more organisations are today exploiting business analytics to enable proactive decision making; in other words, they are switching from reacting to situations to anticipating them. Download HBR Guide to Data Analytics Basics for Managers (HBR Guide Series) or Read HBR Guide to Data Analytics Basics for Managers (HBR Guide Series) online books in PDF, EPUB and Mobi Format. Dr. Monajemi was the data science advisor of MSC (Mobarakeh Steel Complex, the largest in the country). Note that the BT4101 project selection process takes place one semester ahead of the semester in which the students commence BT4101. He also read widely on the different topics related to data science and artificial intelligence, keeping himself up-to-date with their development. 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. At the end of the course, you will be able to: Data Analytics Project Best Practices Change management: The role of data analytics, machine learning and its applications; Examples and cases: Risk management, HR analytics, legal analytics, consumer and retail analytics ; Key Benefits. This course introduces the use of powerful open source analytics tools required and best practices in the set-up of a data analytics team and Centre of Excellence for Analytics. She was the Principal Investigator for a series of research projects to inform better public transport policy decisions. 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. 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. SSG Course Code CRS-N-0051502 Level Intermediate Requirements Bachelor’s Degree in Science, Technology, Engineering or Mathematics (STEM) Course Fees SGD3,049.50 incl. 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. 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. Click. Bee Luan graduated with a Bachelor of Science with Honours, double major in Computational Science and Mathematics from NUS. 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. Mentor: Geneviève Bassellier Students completing this 15 credit concentration in Business Analytics will have training in a diverse set of methods in analytics and tools to conduct analyses as applied in a variety of managerial disciplines. Operations Research and Analytics; 4. 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 experienced in different sub-domains of data science from theory to practice, including data mining and pattern recognition. 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. 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. He studied towards BSc and MSc in Computer Engineering at Isfahan University of Technology (IUT), and Shiraz University respectively. Singaporean Citizens and Singapore Permanent Residents are eligible to apply for SkillsFuture subsidies. The NUS Business Analytics programme can help professionals leverage their organisation’s data to gain insights and make informed decisions. 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. Project Scoping Workshop, A Data Science Journey with Python For in-depth programmes aimed at leaders and senior managers, visit our Executive Education website. She was the Chief Representative in China for a Singapore listed company. She has a passion for engaging and inspiring working professionals at all levels by applying the theory to real world business applications. She has particular experience in tackling complex challenges through applied research and education. We strive to impact society via education, research and outreach activities, and aspire to be the go-to academic department within Asia-Pacific on Analytics and Operations. He is also the mentor to the trainees accepted into the IMDA-SAS BIA Programme for 5 intakes. His research interest lies in how data science can help organisations and businesses to be more efficient and effective. He was given a  teaching award for visualization class and research award for user acceptance research in NUS. … He managed the industrial relationships through projects and attachments. It introduces the various tools and techniques used by data science teams today. Recently, Julian was ranked 6th in the Microsoft Data Science Capstone Competition. He has also trained professionals from various companies on data analytics and the use of SAS software. With CRM Data Suite, your data remains connected with the appropriate systems and feed sources, capable of real-time insights for better-decision making. Prerequisites: There are no prerequisites for this programme. The course includes an extensive hands-on on 12 most frequently-used algorithms by a data scientist. She was the Chief Representative in China for a Singapore listed company. 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. In the past, traditional descriptive analytics could only equip organizations with fundamental operational observations, signaling deviations and raising alarms when necessary. 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. 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 stackable modules give learners the ability to choose the exact set of skills they want to master. Workshop on AI Powered Sentiment Analysis – NLP, Data Science and Others 14 November 2019 Read More ... NUS Risk Management Institute. He has over 30 years’ experience in IT and information management. Ping Shung through his career has gathered much experience on statistical modeling, from working in the banks, supervising Masters students and doing education research. Descriptive Analytics with R for undergraduates (2019, 2020) Faculty page at NUS Business School. Enhanced Training Support for SMEs (ETSS) - SME-sponsored employees (Singaporean Citizens and PRs) may enjoy subsidies up to 90% of the programme fee. 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. One of the following modules: DSA2101 Essential Data Analytics Tools: Data Visualisation; DSA2102 Essential Data Analytics Tools: Numerical Computation; 26 – 28: Level 3000 and 4000 (20 – 24 MCs) Pass. He obtained his bachelor degree in Economics from National University of Singapore, with a minor in Computational Finance. She was also responsible for setting up Shanghai Office and promoting executive education programmes for NUS Business School in Greater China market. 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. 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. Section 1: Introduction to Course and Python Fundamentals – In this introduction, an overview of key Python concepts is covered as well as the motivating factors for building industry professionals to learn to code. Operations managers champion efficiency and the competitive strategy. 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 holds an MBA from University of Adelaide. Students under the NUS co-operative education programme will need to take BT4011 Business Analytics Capstone Industry Project rather than BT4101. 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. This course is the sequel to Data Analytics Begins with Me. Bee Luan is a passionate educator with more than 14 years of teaching experience in an institute of higher learning. 31 Mar 2021 (Online), 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). 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. A research-intensive university with an entrepreneurial dimension, NUS is ranked consistently as one of the world's top universities. This will dive into the use of powerful open source analytics tools such as R and Python, required and best practices in the set-up of a data analytics infrastructure, hiring and building a data science team, including the set-up of a Centre of Excellence for Analytics and data analytics project scoping.

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