Some real world problems cannot be modeled using pure optimization techniques, particularly those that involve an element of chance. Zoom Meetings, $4000 (registration fee included) Full Tuition for ONLINE PROGRAM. One can use simulation models to determine how specific decisions will perform in practice without experiencing their effects firsthand. Graduate Business Analytics Certificate Program GBACP Home Who Should Participate Tuition and Fees Content and Professors Who Should Participate Accounting and … As one of the Cox School's most popular professional development programs, the GBACP helps you expand your network with professors, industry experts and classmates across a variety of industries and locations. Data analytics graduate certificate programs provide college graduates with targeted training in the knowledge and skills required for careers that involve working with big data in fields such as advertising, business, engineering Graduate Business Analytics Certificate Program GBACP Home Who Should Participate Tuition and Fees Content and Professors Leverage the terabytes of data that bombard your organization to drive efficiency, maximize your tech-nology investment and strengthen your customer relationships. Exercises will be presented using both excel and specialized forecasting software. Simulation involves building a computer model that generates probabilistic outcomes based on the decisions we make and the uncertainties we face. In the non-technical Applied Business Analytics program, you will learn a practical framework that includes data models, decisions, and value, building confidence in using data to improve decision-making. Using NodeXL, students will then analyze the structure of a Twitter and/or Facebook Fan Page network and develop strategies for activating actors in this network to achieve desired outcomes. A community where professors know students by name and help them create powerful networks. The objective is to develop a model where the dependent variable is explained by one or more independent variables. First, we examine Clustering, which is a data mining method for discovering distinct segments within a broad data set. Now, managers across industries and departments need to inform their decision-making with big data and propose solutions powered by sound business intelligence. format, participants learn a range of techniques,  The program also teaches how to implement analytics efforts via project management and Each cohort business score-carding. $3700 (registration fee included) Group Discounted Rate for 3 or more from the same organization. This session will discuss overviews of Database Management Systems, including Relational and On-Line Analytical Processing Systems. An exceptional school in the heart of a vibrant, global, business-friendly city. In the SMU Data Visualization and Communication Certificate program, learn how to pair visual representations like charts, diagrams, infographics and dashboards with storytelling techniques to strengthen your delivery. Either Full-Time or Part-Time, the MSBA program prepares students for successful careers in the burgeoning field of business analytics from business analysts, data analysts, marketing analysts, financial analysts, data base and data warehouse architects to data scientists. Forecasting is an essential step in almost making any business plan. The SMU Digital Analytics and Insights Certificate program was designed to incorporate the latest tools and trends, along with time-tested approaches to data analytics. The session also introduces specific data mining software for building predictive models without writing any code. A special emphasis is placed on how to integrate forecasting into the business planning process. The goal of the session is to not only understand how to build such models, but also gain an appreciation for the particular circumstances in which each modeling technique is appropriate. Academics Overview The online master of science in data Science program from Southern Methodist University equips data-driven professionals with the skills required to generate measurable impact in their business or organization. In working with multiple variables we build regression models. SMU Cox offers a full portfolio of MBA and Specialized Master’s degrees to help you achieve your professional goals. SMU Data Science Boot Camp puts the student experience first, teaching you the knowledge and skills to conduct analysis on a wide array of real-world problems. Our curriculum draws on … RM focuses on how to manage these different types of customer demands to maximize revenues. An innovative learning culture influences the way the world does business. Data Analytics Harnessing Data for Quality Service Delivery, Value Enhancement & Outcomes ISE Service Design Clinic SMU EXECUTIVE CERTIFICATE IN CUSTOMER STRATEGY Design Thinking Designing a … This lecture is designed to introduce you to some of the models and methods used in the emerging field of revenue management (RM). Advance Certificate In Service Strategy & Management Investing and mastering the key levers allow an organisation to elevate its offering from good to great. This session provides an introduction to the statistical methods used in decision modeling, including: (1) review of the mean, median, mode, standard deviation, normal curve, graphs and charts; (2) sampling - why sample, uses of sampling, comparison of sample survey methods on 10 dimensions, sample design and choosing random samples; (3) making estimates from samples - central limit theorem, confidence intervals for means and proportions; and (4) computing sample size for estimating means and proportions. To give students an introduction to web analytics, the first half of the class explores how quantitative Internet data to optimize websites and web marketing initiatives is collected, analyzed and reported. In this first of three sessions on data mining, we examine the key ideas underlying data mining and machine learning, the types of problems where these methods can be applied, the process of exploratory data analysis, and the process of preparing data for building data mining models. Core coursework is designed for students to develop a foundation in statistical analysis and cultivate technical skills in programming, data mining, machine learning, database management, and data and network security. Students will become familiar with implementing regression in Excel and interpreting the Excel output. The first topic covered here is hypothesis tests; the primary decision-making tool in statistics. In this session students investigate how to implement these concepts in Excel and how to use statistics to generate conclusions. Whatever industry you and your team are focused on - be it manufacturing, financial services, life sciences or electronics - projects are key vehicles for innovation, productivity improvement, and growth. e.g., collections of products that are bought together, or by the same buyers over time. Upon successful completion of the course, every participant will receive a Certificate of Participation issued by Singapore Management University. Data analytics have been touted as the most important technology which will bring organizations move to their next frontier. The ability to manage the crisp and consistent execution of projects is becoming a crucial capability for the success of most ventures. The class will also look at basic Structured Query Language (SQL) statements. The program also teaches how to implement analytics efforts via project management and business score-carding. In these situations we often resort to simulation, a methodology that combines decisions (e.g., how many service representatives to hire) and uncertainties (e.g., the demand for service). from marketing, financial management, operations and technology 2 certificates awarded: a Certificate in Fundamentals of Data Science and a Certificate in Data Analytics Curriculum: 4 modules covering Statistics for Data Science, Programming for Data Science, Data Mining Techniques and BIDA). management to general management and entrepreneurship. The interactive virtual setting  Data Analytics: Harnessing Data for Quality Service Delivery, Value Enhancement & Outcomes Advanced Certificate In Service Leadership & Innovation Upcoming Sessions: 14 Apr 2021 - 15 Apr 2021 Find out more about our courses & register your Balanced Scorecard & Tying Metrics to Strategy, Financial measures (e.g., ROI) and non-financial measures (e.g., customer satisfaction), The organization's vision (strategy) and actions taken by individual employees as part of everyday work (operations), The needs of external stakeholders (e.g., customers) and internal stakeholder (e.g., employees), Past performance (outcome measures) and future performance (performance measures). Once we are familiar with the basic concepts of descriptive statistics we can take on more complex tasks. For a large class of decision problems, the outcome of a decision is uncertain, but the decision-maker is able to list the possible outcomes of a decision and assign a probability to each of them. Rigorous programs within a truly customized academic experience. Masters Certificate in Analytics for Leaders Take Charge of Analytics and Turn Your Data Into a Competitive Advantage. Almost every company spends time retrieving data and placing it into spreadsheets.This can be a huge waste of time and often a robotic process.The module will discuss ways to automate this process with Visual Basic for Applications (VBA).A real world corporate example will show how one company retrieves data to help facilitate the management of data from four different reporting methods. Data and analytics provide the solution to this challenge. We also discuss how clustering can be a useful step in developing multiple target marketing or segmented modeling strategies. The lab will contain a coding exercise to import data in to a spreadsheet. SMU Certificate Overview Our curricula teach the latest market skills* in the web development, data science, fintech, and cybersecurity fields. This programme is a collaboration between Google, IMDA and SMU that helps train young professionals who are looking to enter the data and analytics sector in Singapore, with the skills they need to gain a competitive edge in the world of data driven innovation. data from corporate databases, data And almost any reliable budget depends on a reliable forecast of the variables influencing cost. The second half of the session examines Market Basket Analysis using Association Rules. More realistic models require multiple variables. For example, without good sales forecasts, inventory management and capacity planning can go badly wrong. Particular attention will be paid to the meaning of key metrics included in the Google Analytics suite based on an understanding of how the data from which they were derived. Because of this, more than ever, we are in need of analytics-intelligent executives.” Mr Lyon Poh, Partner and Head of Digital + Innovation, KPMG Services Pte Ltd: "Data is Prepare yourself with a Master of Science in Business Intelligence and Data Analytics (M.S. Support your organization with tools and skills to improve your data insights. An exceptional school in the heart of a vibrant, global, business-friendly city.  business problems. expand your network with professors, industry experts and  Participants who successfully complete 6 programmes offered by SMUA-HCML within 5 years will receive the Certified Professional Business Manager (CPBM). The problem that motivates RM is ancient: how does a company manage its capacity and/or prices to extract the greatest possible revenue from the marketplace? 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