Acerca de este Curso
4.6
165 calificaciones
38 revisiones
Programa Especializado
100 % en línea

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Horas para completar

Aprox. 11 horas para completar

Sugerido: 4 weeks of study, 3-4 hours per week...
Idiomas disponibles

Inglés (English)

Subtítulos: Inglés (English), Coreano, Árabe (Arabic)

Habilidades que obtendrás

Data AnalysisSimulationBusiness AnalyticsMathematical Optimization
Programa Especializado
100 % en línea

100 % en línea

Comienza de inmediato y aprende a tu propio ritmo.
Fechas límite flexibles

Fechas límite flexibles

Restablece las fechas límite en función de tus horarios.
Horas para completar

Aprox. 11 horas para completar

Sugerido: 4 weeks of study, 3-4 hours per week...
Idiomas disponibles

Inglés (English)

Subtítulos: Inglés (English), Coreano, Árabe (Arabic)

Programa - Qué aprenderás en este curso

Semana
1
Horas para completar
2 horas para completar

Data Exploration and Reduction — Cluster Analysis

...
Reading
7 videos (Total 53 minutos), 1 reading, 2 quizzes
Video7 videos
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
Reading1 lectura
Register for Analytic Solver Platform for Education (ASPE)10m
Quiz2 ejercicios de práctica
Week 1 Quiz16m
Week 1 Application Assignment - Clustering30m
Semana
2
Horas para completar
2 horas para completar

Dealing with Uncertainty and Analyzing Risk

...
Reading
7 videos (Total 52 minutos), 2 quizzes
Video7 videos
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
Quiz2 ejercicios de práctica
Week 2 Quiz30m
Week 2 Application Assignment - Monte Carlo Simulation30m
Semana
3
Horas para completar
2 horas para completar

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 videos (Total 54 minutos), 2 quizzes
Video7 videos
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
Quiz2 ejercicios de práctica
Week 3 Quiz24m
Week 3 Application Assignment - Linear Optimization45m
Semana
4
Horas para completar
2 horas para completar

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 videos (Total 39 minutos), 2 quizzes
Video6 videos
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
Quiz2 ejercicios de práctica
Week 4 Quiz30m
Week 4 Application Assignment - Simulation Optimization45m
4.6
38 revisionesChevron Right

Principales revisiones

por 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.

por 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.

Instructor

Avatar

Manuel Laguna

Professor
Leeds School of Business

Acerca de 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....

Acerca del programa especializado Advanced Business Analytics

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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