课程信息
4.6
162 个评分
37 个审阅
专项课程
100% 在线

100% 在线

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为11 小时

建议:4 weeks of study, 3-4 hours per week...
可选语言

英语(English)

字幕:英语(English), 韩语, 阿拉伯语(Arabic)

您将获得的技能

Data AnalysisSimulationBusiness AnalyticsMathematical Optimization
专项课程
100% 在线

100% 在线

立即开始,按照自己的计划学习。
可灵活调整截止日期

可灵活调整截止日期

根据您的日程表重置截止日期。
完成时间(小时)

完成时间大约为11 小时

建议:4 weeks of study, 3-4 hours per week...
可选语言

英语(English)

字幕:英语(English), 韩语, 阿拉伯语(Arabic)

教学大纲 - 您将从这门课程中学到什么

1
完成时间(小时)
完成时间为 2 小时

Data Exploration and Reduction — Cluster Analysis

...
Reading
7 个视频 (总计 53 分钟), 1 个阅读材料, 2 个测验
Video7 个视频
0. What is Cluster Analysis7分钟
1. Data Reduction and Unsupervised Learning7分钟
2. Preparing Data and Measuring Dissimilarities8分钟
3. Hierarchical and k-Means Clustering7分钟
4. Cluster Analysis with Excel8分钟
5. Cluster Analysis with XLMiner9分钟
Reading1 个阅读材料
Register for Analytic Solver Platform for Education (ASPE)10分钟
Quiz2 个练习
Week 1 Quiz16分钟
Week 1 Application Assignment - Clustering30分钟
2
完成时间(小时)
完成时间为 2 小时

Dealing with Uncertainty and Analyzing Risk

...
Reading
7 个视频 (总计 52 分钟), 2 个测验
Video7 个视频
1. Adding Uncertainty to a Spreadsheet Model9分钟
2. Defining Output Variables and Analyzing the Results7分钟
3. Using Historical Data to Model Uncertainty7分钟
4. Models with Correlated Uncertain Variables5分钟
5. Creating and Interpreting Charts8分钟
6. Using Average Values versus Simulation5分钟
Quiz2 个练习
Week 2 Quiz30分钟
Week 2 Application Assignment - Monte Carlo Simulation30分钟
3
完成时间(小时)
完成时间为 2 小时

Identifying the Best Options — Optimization

At the end of this module students should be able to: 1. Develop a spreadsheet model for an optimization problem 2. Use Excel to solve optimization models 3. Interpret solutions and conduct what-if analysis...
Reading
7 个视频 (总计 54 分钟), 2 个测验
Video7 个视频
1. Formulating an Optimization Problem7分钟
2. Developing a Spreadsheet Model7分钟
3. Adding Optimization to a Spreadsheet Model5分钟
4. What-if Analysis and the Sensitivity Report9分钟
5. Evaluating Scenarios and Visualizing Results to Gain Practical Insights9分钟
6. Digital Marketing Application of Optimization8分钟
Quiz2 个练习
Week 3 Quiz24分钟
Week 3 Application Assignment - Linear Optimization45分钟
4
完成时间(小时)
完成时间为 2 小时

Decision Analytics

At the end of this module students should be able to: 1. Given a business situation, apply an appropriate technique to identify the best solution alternatives 2. Formulate and solve models for business problems that requires yes/no decisions and logical constraints 3. Create models that mix techniques and tools such as simulation and optimizationAnalyze and interpret results to make informed decisions...
Reading
6 个视频 (总计 39 分钟), 2 个测验
Video6 个视频
1. Business Problems with Yes/No Decisions5分钟
2. Formulation and Solution of Binary Optimization Problems7分钟
3. Metaheuristic Optimization8分钟
4. Chance Constraints and Value At Risk6分钟
5. Simulation Optimization6分钟
Quiz2 个练习
Week 4 Quiz30分钟
Week 4 Application Assignment - Simulation Optimization45分钟
4.6
37 个审阅Chevron Right

热门审阅

创建者 NHJul 12th 2017

The instructor is great. However, I would like to know the solutions for the exam. I sometimes pass the exam but struggle with certain questions but had no clue how to resolve it.

创建者 DAMar 9th 2018

Very interesting subject with a good instructor. I'd like to be able to cover the content in more detail, but it was a good introduction to optimization theory.

讲师

Avatar

Manuel Laguna

Professor
Leeds School of Business
Avatar

Dan Zhang

Professor
Leeds School of Business

关于 University of Colorado Boulder

CU-Boulder is a dynamic community of scholars and learners on one of the most spectacular college campuses in the country. As one of 34 U.S. public institutions in the prestigious Association of American Universities (AAU), we have a proud tradition of academic excellence, with five Nobel laureates and more than 50 members of prestigious academic academies....

关于 Advanced Business Analytics 专项课程

The Advanced Business Analytics Specialization brings together academic professionals and experienced practitioners to share real world data analytics skills you can use to grow your business, increase profits, and create maximum value for your shareholders. Learners gain practical skills in extracting and manipulating data using SQL code, executing statistical methods for descriptive, predictive, and prescriptive analysis, and effectively interpreting and presenting analytic results. The problems faced by decision makers in today’s competitive business environment are complex. Achieve a clear competitive advantage by using data to explain the performance of a business, evaluate different courses of action, and employ a structured approach to business problem-solving. Check out a one-minute video about this specialization to learn more!...
Advanced Business Analytics

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