This website uses technical, customisation and analytical cookies, both first-party and third-party, to anonymously facilitate browsing and analyse statistics on use of the website. Learn more
Search results
-
Fannie Mae's Data Dynamics
Lichtendahl, Kenneth C. Jr.; Loutskina, Elena; Grushka-Cockayne, Yael; Yemen, Gerry; Boatright, BenjaminCase DARDEN-QA-0903-EDecision AnalysisThis case uses one of Fannie Mae’s credit-risk transfer instruments (CRT) to explore its data set platform and predict loan defaults through machine learning algorithms. The CRT, called Connecticut Avenue Securities (CAS), issued bonds valued on the performance of preselected pools of mortgages. The material works well to unfold natural language processing using Python. Through a three-class series, students will learn to wrangle data, experience...Starting at €8.20
-
Deepwater Horizon: Spilling oil, money and trust
Vaccaro, Antonino; Machado, AnaCase BE-174-EBusiness Ethics and Corporate Social Responsibility, Decision Analysis, StrategyOn April 20, 2010, Deepwater Horizon¿a floating, semi-submersible, dynamically-positioned drilling unit¿exploded after a massive natural gas gusher from a natural reservoir located more than 13,000 feet under the sea floor. The explosion killed 11 people working on the platform and injured 17 others. After the explosion, an estimated 4.9 million barrels of oil spilled into the Gulf of Mexico over a period of 87 days, causing unprecedented damage ...Starting at €8.20
-
Deepwater Horizon: Vertido de crudo, dinero y confianza
Vaccaro, Antonino; Machado, AnaCase BE-174Business Ethics and Corporate Social Responsibility, Decision Analysis, StrategyStarting at €8.20
-
Google Cloud Platform: Cloud Storage
Lichtendahl, Kenneth C. Jr.; Andrasko, Joe; Boatright, BenjaminTechnical Note DARDEN-QA-0941-EDecision AnalysisGoogle Cloud Platform (GCP) offers Cloud Storage, a popular cloud computing resource for data storage. This note provides information about uploading data to Cloud Storage, creating BigQuery tables from data found in Cloud Storage, previewing files in Cloud Storage, and sharing Cloud Storage buckets.Starting at €8.20
-
Deepwater Horizon - Teaching Note: Spiling pil, money and trust
Vaccaro, Antonino; Machado, AnaTeaching Note BET-4-EBusiness Ethics and Corporate Social Responsibility, Decision Analysis, StrategyOn April 20, 2010, Deepwater Horizona floating, semi-submersible, dynamically-positioned drilling unitexploded after a massive natural gas gusher from a natural reservoir located more than 13,000 feet under the sea floor. The explosion killed 11 people working on the platform and injured 17 others. After the explosion, an estimated 4.9 million barrels of oil spilled into the Gulf of Mexico over a period of 87 days, causing unprecedented damage ...Starting at €0.00
-
FanShop
Lichtendahl, Kenneth C. Jr.; Andrasko, Joe; Boatright, BenjaminExercise DARDEN-QA-0887-EDecision AnalysisThis exercise explores customer transaction data generated from a business owner's website and illustrates the added benefit of basic data analytics practices used to uncover business insights. Students discover the business's purchase trends when they answer the provided questions by writing SQL queries. The questions guide students to determine which product offerings the business should promote and which customer segments to target. Additional...Starting at €8.20
-
Google Cloud Platform: BigQuery ML
Lichtendahl, Kenneth C. Jr.; Boatright, BenjaminTechnical Note DARDEN-QA-0942-EDecision AnalysisGoogle Cloud Platform offers BigQuery ML, a popular cloud computing resource for developing data models. This note provides information about creating, evaluating, and deploying data models with BigQuery ML.Starting at €8.20
-
Google Cloud Platform: BigQuery Explainable AI
Lichtendahl, Kenneth C. Jr.; Boatright, BenjaminTechnical Note DARDEN-QA-0943-EDecision AnalysisMachine-learning (ML) models have become a common tool used across a multitude of industries to help people make decisions. As these models have increased in predictive power, many have also grown in complexity. The pursuit to improve the accuracy of predictions has diminished the interpretability of many models—leaving users with little understanding of the model’s behavior or trust in its predictions. The field of eXplainable artificial intelli...Starting at €8.20
-
Google Cloud Platform: BigQuery Explainable AI
Lichtendahl, Kenneth C. Jr.; Boatright, BenjaminTechnical Note DARDEN-QA-0943Decision AnalysisMachine-learning (ML) models have become a common tool used across a multitude of industries to help people make decisions. As these models have increased in predictive power, many have also grown in complexity. The pursuit to improve the accuracy of predictions has diminished the interpretability of many models—leaving users with little understanding of the model’s behavior or trust in its predictions. The field of eXplainable artificial intelli...Starting at €8.20
-
Demand Unconstraining Methods
Popescu, Dana; Boatright, BenjaminTechnical Note DARDEN-QA-0934-EDecision AnalysisThis technical note examines two common methods for estimating customer demand using historical data observations that are constrained by availability. First, this note explains how to leverage the averaging method for unconstraining the demand of airline ticket bookings. Next, the expectation-maximization algorithm is introduced using historical product sales data. Both examples rely on fictious data, and an accompanying Excel workbook provides ...Starting at €8.20