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Cloud Computing
Laseter, Timothy M.; Coughenour, Alyssa; Webb, Jane; Boatright, Benjamin; Shaloudegi, KTechnical Note DARDEN-OM-1784-EService and Operations ManagementThis technical note provides a general overview of cloud computing and how businesses are using it to achieve their digital goals. Specifically, this note outlines the different service models that cloud computing supports, including Infrastructure-as-a-Service, Platform-as-a-Service, and Software-as-a-Service. The note also details some of the advantages and disadvantages of cloud computing, and it reviews the cloud computing industry and some o...Starting at €8.20
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Cloud Computing
Laseter, Timothy M.; Coughenour, Alyssa; Webb, Jane; Boatright, Benjamin; Shaloudegi, KTechnical Note DARDEN-OM-1784Service and Operations ManagementThis technical note provides a general overview of cloud computing and how businesses are using it to achieve their digital goals. Specifically, this note outlines the different service models that cloud computing supports, including Infrastructure-as-a-Service, Platform-as-a-Service, and Software-as-a-Service. The note also details some of the advantages and disadvantages of cloud computing, and it reviews the cloud computing industry and some o...Starting at €8.20
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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
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Google Cloud Platform: BigQuery
Lichtendahl, Kenneth C. Jr.; Andrasko, Joe; Boatright, BenjaminTechnical Note DARDEN-QA-0929-EDecision AnalysisGoogle Cloud Platform (GCP) offers a popular cloud computing resource for writing Structured Query Language (SQL) queries. The resource is called BigQuery. This note provides step-by-step information about accessing BigQuery and using it to upload and explore data. It also includes a quick-start guide.Starting at €8.20
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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
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Artificial Intelligence in Business: Machines and Management
Laseter, Timothy M.; Frazer, Anne; Boatright, BenjaminTechnical Note DARDEN-OM-1778Service and Operations ManagementThis technical note offers an overview of artificial intelligence (AI) and some ways in which machine learning is leveraged to build this type of intelligence. The note also explores two schools of thought around AI’s potential, discusses the possible rolStarting at €8.20
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Introduction to Tableau
Lichtendahl, Kenneth C. Jr.; Andrasko, Joe; Boatright, BenjaminTechnical Note DARDEN-QA-0940-EDecision AnalysisTableau is a powerful visualization software that supports the data analysis process. The program allows users to create custom visualizations from datasets of all sizes and types using a simple drag-and-drop interface. This note introduces new users to Tableau by providing guidance on connecting to data, exploring the interface, and creating a number of common visualizations.Starting at €8.20
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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
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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
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MovieLens: Filtering on Others' Reactions
Lichtendahl, Kenneth C. Jr.; Boatright, Benjamin; Holtz, PaulCase DARDEN-QA-0927-EDecision AnalysisThis case introduces students to relational databases and the basics of collaborative filtering, a popular recommendation system technique. The case points to a dataset shared by GroupLens, a research group developing algorithms that supply movie recommendations through a website called MovieLens. SQL queries provided in the case propose a collaborative filtering strategy for generating simple recommendations with a small degree of personalizatio...Starting at €8.20