课程信息

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100% 在线
立即开始,按照自己的计划学习。
第 3 门课程(共 5 门)
可灵活调整截止日期
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完成时间大约为8 小时
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
可分享的证书
完成后获得证书
100% 在线
立即开始,按照自己的计划学习。
第 3 门课程(共 5 门)
可灵活调整截止日期
根据您的日程表重置截止日期。
完成时间大约为8 小时
英语(English)
字幕:英语(English), 韩语, 阿拉伯语(Arabic)

讲师

提供方

科罗拉多大学波德分校 徽标

科罗拉多大学波德分校

教学大纲 - 您将从这门课程中学到什么

内容评分Thumbs Up95%(1,515 个评分)Info
1

1

完成时间为 2 小时

Data Exploration and Reduction — Cluster Analysis

完成时间为 2 小时
7 个视频 (总计 53 分钟), 1 个阅读材料, 2 个测验
7 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
1 个阅读材料
Register for Analytic Solver Platform for Education (ASPE)10分钟
2 个练习
Week 1 Quiz16分钟
Week 1 Application Assignment - Clustering30分钟
2

2

完成时间为 2 小时

Dealing with Uncertainty and Analyzing Risk

完成时间为 2 小时
7 个视频 (总计 52 分钟)
7 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
2 个练习
Week 2 Quiz30分钟
Week 2 Application Assignment - Monte Carlo Simulation30分钟
3

3

完成时间为 2 小时

Identifying the Best Options — Optimization

完成时间为 2 小时
7 个视频 (总计 54 分钟)
7 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
2 个练习
Week 3 Quiz24分钟
Week 3 Application Assignment - Linear Optimization45分钟
4

4

完成时间为 2 小时

Decision Analytics

完成时间为 2 小时
6 个视频 (总计 39 分钟)
6 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
2 个练习
Week 4 Quiz30分钟
Week 4 Application Assignment - Simulation Optimization45分钟

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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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