Business Analytics for Decision Making
link Origem: www.coursera.org
list 4 sequencias
assignment Nível: Introdutório
chat_bubble_outline Idioma : Inglês
language Subtítulos : Coreano, árabe
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Informações principais

credit_card Free accesso
verified_user Certificado pago
timer 12 total de horas

Sobre o conteúdo

In this course you will learn how to create models for decision making. We will start with cluster analysis, a technique for data reduction that is very useful in market segmentation. You will then learn the basics of Monte Carlo simulation that will help you model the uncertainty that is prevalent in many business decisions. A key element of decision making is to identify the best course of action. Since businesses problems often have too many alternative solutions, you will learn how optimization can help you identify the best option. What is really exciting about this course is that you won’t need to know a computer language or advanced statistics to learn about these predictive and prescriptive analytic models. The Analytic Solver Platform and basic knowledge of Excel is all you’ll need. Learners participating in assignments will be able to get free access to the Analytic Solver Platform.

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Programa de estudos

  • Week 1 - Data Exploration and Reduction — Cluster Analysis
     
  • Week 2 - Dealing with Uncertainty and Analyzing Risk
     
  • Week 3 - 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
  • Week 4 - 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 constr...
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Instrutores

Manuel Laguna
Professor
Leeds School of Business

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Criador do conteúdo

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.
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Plataforma

Coursera

A Coursera é uma empresa digital que oferece um curso on-line massivo e aberto, fundado pelos professores de computação Andrew Ng e Daphne Koller Stanford University, localizado em Mountain View, Califórnia.

O Coursera trabalha com as melhores universidades e organizações para disponibilizar alguns dos seus cursos on-line e oferece cursos em várias disciplinas, incluindo: física, engenharia, humanidades, medicina, biologia, ciências sociais, matemática, negócios, ciência da computação, marketing digital, ciência de dados. e outros assuntos.Cours

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Anônimo
Anônimo,
Publicada em 20 de outubro de 2021
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Anônimo,
em 20 de outubro de 2021
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great

Anônimo,
em 7 de setembro de 2021
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This is a very good course on Predictive and Prescriptive Anaytics with Business Applications.