Modeling Risk and Realities

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课程主页: https://www.coursera.org/archive/wharton-risk-models

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课程简介

University of Pennsylvania

课程大纲

This module is designed to teach you how to analyze settings with low levels of uncertainty, and how to identify the best decisions in these settings. You'll explore the optimization toolkit, learn how to build an algebraic model using an advertising example, convert the algebraic model to a spreadsheet model, work with Solver to discover the best possible decision, and examine an example that introduces a simple representation of risk to the model. By the end of this module, you'll be able to build an optimization model, use Solver to uncover the optimal decision based on your data, and begin to adjust your model to account for simple elements of risk. These skills will give you the power to deal with large models as long as the actual uncertainty in the input values is not too high.

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课程详情

Useful quantitative models help you to make informed decisions both in situations in which the factors affecting your decision are clear, as well as in situations in which some important factors are not clear at all. In this course, you can learn how to create quantitative models to reflect complex realities, and how to include in your model elements of risk and uncertainty. You’ll also learn the methods for creating predictive models for identifying optimal choices; and how those choices change in response to changes in the model’s assumptions. You’ll also learn the basics of the measurement and management of risk. By the end of this course, you’ll be able to build your own models with your own data, so that you can begin making data-informed decisions. You’ll also be prepared for the next course in the Specialization.

风险和现实建模:有用的定量模型可帮助您在影响决策的因素明确的情况下以及根本不了解某些重要因素的情况下做出明智的决策。在本课程中,您将学习如何创建定量模型以反映复杂的现实,以及如何将风险和不确定性因素包括在模型中。您还将学习创建用于确定最佳选择的预测模型的方法;以及这些选择如何根据模型假设的变化而变化。您还将学习风险衡量和管理的基础知识。在本课程结束时,您将能够使用自己的数据来构建自己的模型,从而可以开始做出基于数据的决策。您还将为下一门专业课程做好准备。

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