Analytics for Decision Making Specialization

所在平台: Coursera专项课程

课程类别: 其他类别

大学或机构: CourseraNew

课程主页: https://www.coursera.org/specializations/analytics-for-decision-making

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课程简介

课程名称:决策分析专业化(Analytics for Decision Making Specialization) 课程概述:此专业化课程涵盖了多个重要的分析主题,包括商业分析、预测分析、蒙特卡罗方法、处方分析、线性规划、数据准备、时间序列预测、线性回归、数学优化、运作管理以及离散事件仿真等。通过学习这些内容,学生将能够利用数据分析技术有效地进行决策。 课程大纲: 1. **预测建模简介**:这是由明尼苏达大学提供的首门课程,着重介绍预测模型的基本概念,适合零基础的学习者。 课程链接:[预测建模简介](https://www.coursera.org/learn/introduction-to-predictive-modeling) 2. **决策优化**:该课程讲授如何利用数据识别最佳决策方案,非常适合企业管理者和分析师。 课程链接:[决策优化](https://www.coursera.org/learn/optimization-for-decision-making) 3. **决策的高级模型**:课程侧重于教导商业分析师如何为复杂问题提供最佳解决方案。 课程链接:[决策的高级模型](https://www.coursera.org/learn/advanced-models-for-decision-making) 4. **决策模拟模型**:主要面向本科三、四年级学生及研究生,课程介绍用于决策的模拟模型与技术。 课程链接:[决策模拟模型](https://www.coursera.org/learn/simulation-models-for-decision-making) 通过该系列课程,学习者将获得必要的分析技能,以增强其在数据驱动环境中的决策能力。

课程大纲

Course Link: https://www.coursera.org/learn/introduction-to-predictive-modeling

Name:Introduction to Predictive Modeling

Description:Offered by University of Minnesota. Welcome to Introduction to Predictive Modeling, the first course in the University of Minnesota’s ... Enroll for free.

Course Link: https://www.coursera.org/learn/optimization-for-decision-making

Name:Optimization for Decision Making

Description:Offered by University of Minnesota. In this data-driven world, companies are often interested in knowing what is the "best" course of ... Enroll for free.

Course Link: https://www.coursera.org/learn/advanced-models-for-decision-making

Name:Advanced Models for Decision Making

Description:Offered by University of Minnesota. Business analysts need to be able to prescribe optimal solution to problems. But analytics courses are ... Enroll for free.

Course Link: https://www.coursera.org/learn/simulation-models-for-decision-making

Name:Simulation Models for Decision Making

Description:Offered by University of Minnesota. This course is primarily aimed at third- and fourth-year undergraduate students or graduate students ... Enroll for free.

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课程详情

Business AnalyticsPredictive AnalyticsMonte Carlo MethodPrescriptive AnalyticsLinear Programming (LP)Data PreparationTime Series ForecastingLinear RegressionAnalyticsMathematical OptimizationOperations ManagementDiscrete Event Simulation

课程标签

预测分析 蒙特卡洛法 预设分析 商业分析 线性规划

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