{"@context":"https://w3id.org/openbadges/v2","id":"https://milestone.campuslabs.com/api/v20/badge/1349560211/","uid":"1349560211","name":"Business Analytics","description":"Offered through The George B. Delaplaine Jr. School of Business at Hood College, the Business Analytics badge provides a comprehensive introduction to business analytics and data science for managers. In this course, learners will delve into key mathematical concepts, such as algebra, basic calculus, differentiation, vectors, matrices, and linear programming, while simultaneously exploring foundational statistical methods, including frequency distributions, measures of central tendency, elementary probability, hypothesis testing, non-parametric methods, linear regression, correlation, and analysis of variance. The course emphasizes the practical application of these concepts and techniques in managerial decision-making processes across various fields, equipping managers with the skills to effectively analyze data and make informed decisions.","type":"BadgeClass","image":"https://milestone.campuslabs.com/milestone/media/badge_image_uploads/2025/01/16/HC_SA_Business_BusinessAnalytics_F.png","criteria":{"id":"https://milestone.campuslabs.com/org/1323717515/badge/1349560211","narrative":":multi: This FOUNDATIONAL level badge is equivalent to a 3-credit, master's level course. Earning a grade of B or better is required for this badge. -- 1.\tDemonstrate Proficiency in Foundational Statistical Methods: Apply descriptive and inferential statistics, probability theory and hypothesis testing to business data.\n2.\tModel Complex Business Problems: Formulate, analyze and solve decision problems using frameworks such as linear programming, network modeling or forecasting models.\n3.\tLeverage Analytical Tools for Data Interpretation: Use Excel, statistical software or similar applications to collect, visualize, interpret and communicate analytical results effectively.\n4.\tCreate Evidence-Based Recommendations: Synthesize analytic findings to support or challenge strategic decisions in operations, finance and other business functions.\n5.\tIntegrate Ethical and Professional Standards: Adhere to legal and ethical practices in data collection, analysis and dissemination. Demonstrate professionalism in presenting findings to diverse stakeholders.\n6.\tManage Projects and Inventory Efficiently: Apply project management principles and inventory theory to optimize resources, minimize risk and support data-driven organizational improvements.\n7.\tEngage in Continuous Learning and Collaboration: Participate in discussions, peer evaluations and reflective activities that encourage lifelong analytical curiosity and professional growth.. "},"issuer":"https://milestone.campuslabs.com/api/v20/issuer/1323717515/","tags":["Analytical Thinking","Statistical Modeling","Forecasting & Planning","Quantitative","Business Management","Makes Data-Driven Decisions"],"alignment":[{"targetName":"Problem Solving","targetUrl":"https://www.hood.edu/offices-services/institutional-assessment/institutional-learning-outcomes","targetDescription":"The badge earner will apply advanced disciplinary content knowledge and strategies to understand and address problems and questions relevant to their discipline and to which they have not previously been introduced.","targetCode":"GSO_ProbSolv"},{"targetName":"Professionalism","targetUrl":"https://www.hood.edu/offices-services/institutional-assessment/institutional-learning-outcomes","targetDescription":"The badge earner will engage in legal, ethical and professional behaviors consistent with their discipline, including leadership, teamwork and/or other responsibilities to key stakeholders.","targetCode":"GSO_Prof"}]}