About this Course
최근 조회 10,400

다음 전문 분야의 5개 강좌 중 3번째 강좌:

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 12시간 필요

권장: 4 weeks of study, 3-4 hours per week...

영어

자막: 영어, 한국어, 아랍어

귀하가 습득할 기술

Data AnalysisSimulationBusiness AnalyticsMathematical Optimization

다음 전문 분야의 5개 강좌 중 3번째 강좌:

100% 온라인

지금 바로 시작해 나만의 일정에 따라 학습을 진행하세요.

유동적 마감일

일정에 따라 마감일을 재설정합니다.

완료하는 데 약 12시간 필요

권장: 4 weeks of study, 3-4 hours per week...

영어

자막: 영어, 한국어, 아랍어

강의 계획 - 이 강좌에서 배울 내용

1
완료하는 데 2시간 필요

Data Exploration and Reduction — Cluster Analysis

...
7 videos (Total 53 min), 1 reading, 2 quizzes
7개의 동영상
0. What is Cluster Analysis7m
1. Data Reduction and Unsupervised Learning7m
2. Preparing Data and Measuring Dissimilarities8m
3. Hierarchical and k-Means Clustering7m
4. Cluster Analysis with Excel8m
5. Cluster Analysis with XLMiner9m
1개의 읽기 자료
Register for Analytic Solver Platform for Education (ASPE)10m
2개 연습문제
Week 1 Quiz16m
Week 1 Application Assignment - Clustering30m
2
완료하는 데 2시간 필요

Dealing with Uncertainty and Analyzing Risk

...
7 videos (Total 52 min), 2 quizzes
7개의 동영상
1. Adding Uncertainty to a Spreadsheet Model9m
2. Defining Output Variables and Analyzing the Results7m
3. Using Historical Data to Model Uncertainty7m
4. Models with Correlated Uncertain Variables5m
5. Creating and Interpreting Charts8m
6. Using Average Values versus Simulation5m
2개 연습문제
Week 2 Quiz30m
Week 2 Application Assignment - Monte Carlo Simulation30m
3
완료하는 데 2시간 필요

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

...
7 videos (Total 54 min), 2 quizzes
7개의 동영상
1. Formulating an Optimization Problem7m
2. Developing a Spreadsheet Model7m
3. Adding Optimization to a Spreadsheet Model5m
4. What-if Analysis and the Sensitivity Report9m
5. Evaluating Scenarios and Visualizing Results to Gain Practical Insights9m
6. Digital Marketing Application of Optimization8m
2개 연습문제
Week 3 Quiz24m
Week 3 Application Assignment - Linear Optimization45m
4
완료하는 데 2시간 필요

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

...
6 videos (Total 39 min), 2 quizzes
6개의 동영상
1. Business Problems with Yes/No Decisions5m
2. Formulation and Solution of Binary Optimization Problems7m
3. Metaheuristic Optimization8m
4. Chance Constraints and Value At Risk6m
5. Simulation Optimization6m
2개 연습문제
Week 4 Quiz30m
Week 4 Application Assignment - Simulation Optimization45m
4.5
46개의 리뷰Chevron Right

Business Analytics for Decision Making의 최상위 리뷰

대학: 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.

대학: 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.

강사

Avatar

Manuel Laguna

Professor
Leeds School of Business

콜로라도 대학교 볼더 캠퍼스 정보

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....

Advanced Business Analytics 전문 분야 정보

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

자주 묻는 질문

  • 강좌에 등록하면 바로 모든 비디오, 테스트 및 프로그래밍 과제(해당하는 경우)에 접근할 수 있습니다. 상호 첨삭 과제는 이 세션이 시작된 경우에만 제출하고 검토할 수 있습니다. 강좌를 구매하지 않고 살펴보기만 하면 특정 과제에 접근하지 못할 수 있습니다.

  • 강좌를 등록하면 전문 분야의 모든 강좌에 접근할 수 있고 강좌를 완료하면 수료증을 취득할 수 있습니다. 전자 수료증이 성취도 페이지에 추가되며 해당 페이지에서 수료증을 인쇄하거나 LinkedIn 프로필에 수료증을 추가할 수 있습니다. 강좌 내용만 읽고 살펴보려면 해당 강좌를 무료로 청강할 수 있습니다.

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