As one of the Cox School's most popular professional development programs, the GBACP helps you 9am-12pm The program also teaches how to implement analytics efforts via project management and Rigorous programs within a truly customized academic experience. The MSBA is a … This session provides a roadmap of data warehousing and OLAP technologies, with an emphasis on their new requirements.We describe back end tools for extracting, cleaning and loading data into a data warehouse; multi-dimensional data models and OLAP operation; front end client tools for querying and data analysis; server extensions for efficient query processing; and tools for metadata management and for managing the warehouse. The Master of IT in Business (MITB) is an Information Technology programme that equips professionals with analytic & technological skills for today's ever changing world. Graduate Certificate in Digital Health Module 2 : Analytics for Healthcare (Basic & Intermediate Levels) Programme Code: TGS-2020502626 (Face-to-Face) Funding Validity Period: 23 Oct 2017 - 31 Mar 2021 | This module is part of Graduate Certificate in Digital Health format, participants learn a range of techniques, 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. The lab will contain a coding exercise to import data in to a spreadsheet. Participants who miss the assessment will not be awarded the certificate issued by SMU. An exceptional school in the heart of a vibrant, global, business-friendly city. Using a case study, students will then outline a strategy map and using data visualization software, develop a dashboard that captures the key performance indicators outlined in the BSC exercise. This session covers two types of data mining techniques based on AI and machine Learning, that are useful for predictive modeling. 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. Participants who successfully complete 6 programmes offered by SMUA-HCML within 5 years will receive the Certified Professional Business Manager (CPBM). A real world example will show managing data for a web site; from online ordering to Pick and Pack. 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. 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. The session concludes with students building small models in Excel using examples drawn from distribution planning and financial management. As a consequence, analysts have developed a number of different forecasting techniques. Meet your career challenges head-on by mining the expertise of the nation's top business leaders. 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. These topics are explored through Google Analytics. A special emphasis is placed on how to integrate forecasting into the business planning process. More realistic models require multiple variables. With its pillars of Financial Services, Human Capital, Leadership & Management 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 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. In preparation for this session, it is highly recommended that students unfamiliar with how the Internet works watch the 15-minute movie on http://www.warriorsofthe.net/. Now, managers across industries and departments need to inform their decision-making with big data and propose solutions powered by sound business intelligence. Data and analytics provide the solution to this challenge. Our curriculum draws on … This class is divided into two sections. Once we are familiar with the basic concepts of descriptive statistics we can take on more complex tasks. In fact, as a firms offerings become more digitally driven and/or service-oriented, the manufacturing and assembly component of work declines, and project planning and execution play a vital role. The class will also look at basic Structured Query Language (SQL) statements. e.g., collections of products that are bought together, or by the same buyers over time. 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). First, we examine Clustering, which is a data mining method for discovering distinct segments within a broad data set. SMU Cox offers a full portfolio of MBA and Specialized Master’s degrees to help you achieve your professional goals. On-Line Analytical Processing (OLAP) and Data Warehousing are decision support technologies.Their goal is to enable enterprises to gain competitive advantage by exploiting the ever-growing amount of data that is collected and stored in corporate databases and files for better and faster decision-making. $3700 (registration fee included) Group Discounted Rate for 3 or more from the same organization. data from corporate databases, data Graduate Business Analytics Certificate Program GBACP Home Who Should Participate Tuition and Fees Content and Professors Who Should Participate Accounting and … This session explores several different methods most commonly used to forecast. PERSPECTIVES@SMU PROGRAMMES Master of IT in Business (MITB) HR Analytics Certificate - Using Analytics to Improve People Decisions (Foundation Level) Certified HR … from traditional statistical and optimization models to data mining and data visualization. Forecasting is an essential step in almost making any business plan. 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 In a knowledge-intensive economy, success depends on your company’s ability to exploit its available knowledge resources and you can gain those skills with this program. Spreadsheet implementation of decision trees further extend to the decision-maker the ability to perform sensitivity analysis to gain a deeper understanding of how sensitive the optimal solution is to changes or inaccuracies in model assumptions. We also discuss how clustering can be a useful step in developing multiple target marketing or segmented modeling strategies. Leverage the terabytes of data that bombard your organization to drive efficiency, maximize your tech-nology investment and strengthen your customer relationships. 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