VOOZH about

URL: https://www.coursera.org/learn/business-analytics-2

⇱ Advanced Business Analytics: Excel Optimization & Simulation | Coursera


Advanced Business Analytics: Excel Optimization & Simulation

Keep adding new skills with 10,000+ programs for $239 (usually $399). Save now.

Advanced Business Analytics: Excel Optimization & Simulation

4,032 already enrolled

Included with

β€’

Learn more

Ask Coursera

Gain insight into a topic and learn the fundamentals.
4.9

53 reviews

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Gain insight into a topic and learn the fundamentals.
4.9

53 reviews

1 week to complete
at 10 hours a week
Flexible schedule
Learn at your own pace

Build your subject-matter expertise

This course is part of the Business Analytics with Excel Specialization
When you enroll in this course, you'll also be enrolled in this Specialization.
  • Learn new concepts from industry experts
  • Gain a foundational understanding of a subject or tool
  • Develop job-relevant skills with hands-on projects
  • Earn a shareable career certificate

There are 5 modules in this course

This course equips learners with advanced skills in building and analyzing models using Excel to solve real-world business problems. Participants will learn to optimize decision-making processes using Solver, conduct sensitivity analysis to refine model outcomes, and apply advanced integer programming techniques to tackle complex scenarios. The course also covers sophisticated methods for solving assignment and transportation problems and introduces simulation techniques to analyze uncertainty and variability in decision-making.

By the end of this course, learners will have the tools to enhance efficiency, improve resource allocation, and drive strategic decisions using Excel’s powerful modeling and analytical capabilities. What sets this course apart is its focus on actionable insights and practical, hands-on applications of advanced techniques, ensuring students are prepared to address challenges across a range of industries. Whether optimizing operations, solving logistical challenges, or preparing for uncertainty, this course provides essential skills for making confident, data-driven decisions. Prerequisite knowledge of basic Excel functions and foundational analytics is recommended.

In this module, we do a quick review of how to model business problems in Excel and how to solve for them using Solver.

What's included

6 videos9 readings1 assignment

6 videosβ€’Total 102 minutes
  • NCAA T-Shirt Vendorβ€’15 minutes
  • Quality Sweater Companyβ€’20 minutes
  • Diaz Coffeeβ€’18 minutes
  • Veerman Furnitureβ€’14 minutes
  • Investment Portfolio Optimizationβ€’16 minutes
  • Production Planningβ€’19 minutes
9 readingsβ€’Total 55 minutes
  • Excel Basicsβ€’10 minutes
  • NCAA T-Shirt Vendorβ€’5 minutes
  • What-If Analysisβ€’10 minutes
  • Quality Sweater Companyβ€’5 minutes
  • Linear Programmingβ€’5 minutes
  • Diaz Coffeeβ€’5 minutes
  • Veerman Furnitureβ€’5 minutes
  • Investment Portfolio Optimizationβ€’5 minutes
  • Production Planningβ€’5 minutes
1 assignmentβ€’Total 60 minutes
  • Computer Center Schedulingβ€’60 minutes

We have learned about how to formulate linear programming problems and how to solve them using Excel Solver. In this module, we will learn about sensitivity analysis. So far in all of our models, we assumed that we know every coefficient with certainty. This unfortunately is hardly the case in real life. Sensitivity analysis allows us to quickly check whether our optimal solution changes when certain parameters change. For example, what if you were not able to receive as much supply as predicted? Would your optimal solution change? How much profit would you expect to lose? By the end of this module, you will know how to answer questions like these.

What's included

5 videos3 readings1 assignment

5 videosβ€’Total 82 minutes
  • B&N Bookstoreβ€’17 minutes
  • Sensitivity Analysis: Variables Tableβ€’23 minutes
  • Sensitivity Analysis: Constraints Tableβ€’10 minutes
  • Sensitivity Analysis: Using Both Tables Togetherβ€’13 minutes
  • Using Sensitivity Analysis: Portfolio Exampleβ€’20 minutes
3 readingsβ€’Total 25 minutes
  • B&N Bookstoreβ€’5 minutes
  • Sensitivity Analysis Summaryβ€’10 minutes
  • Using Sensitivity Analysis: Portfolio Example β€’10 minutes
1 assignmentβ€’Total 45 minutes
  • Sensitivity Analysis Assessmentβ€’45 minutes

In this module, we dive into the powerful technique of integer programming, a branch of optimization that requires decision variables to be whole numbers, making it particularly valuable for real-world business decisions. Unlike linear programming, integer programming is essential when dealing with constraints that require discrete decisions, such as determining the number of products to manufacture, selecting projects within budget limits, or optimizing logistics and workforce scheduling. Using Excel's Solver, you'll learn how to model and solve advanced integer programming problems. This module will equip you with a versatile and widely applicable skill set, helping you approach complex decisions with confidence and precision.

What's included

6 videos8 readings1 assignment

6 videosβ€’Total 80 minutes
  • Integer Programming: Princess Bridesβ€’11 minutes
  • Mixed Integer Problem: Bolsa de CafΓ©β€’13 minutes
  • Binary Investment Decisionβ€’16 minutes
  • Aviate Airlinesβ€’8 minutes
  • Purchasing with Price Breaks using Linking Variablesβ€’18 minutes
  • FDN Catering Companyβ€’13 minutes
8 readingsβ€’Total 50 minutes
  • Integer Programming Reviewβ€’10 minutes
  • Integer Programming: Princess Bridesβ€’5 minutes
  • Mixed Integer Problem: Bolsa de CafΓ©β€’5 minutes
  • Binary Investment Decisionβ€’5 minutes
  • Aviate Airlinesβ€’5 minutes
  • Purchasing with Price Breaksβ€’5 minutes
  • FDN Catering Companyβ€’5 minutes
  • Assessment Solutionβ€’10 minutes
1 assignmentβ€’Total 60 minutes
  • Integer Programming Assessmentβ€’60 minutes

In this module, you will dive into the fascinating world of optimization and decision-making to tackle real-world logistical and operational challenges. Explore how businesses assign tasks efficiently, transport goods cost-effectively, and manage complex networks of supply and demand. You will learn to build mathematical models that represent these problems and master powerful optimization techniques. Discover how to evaluate solutions for feasibility and optimality, and transform mathematical results into strategic insights for decision-making in Excel using Solver. By the end of this module, you’ll have the skills and confidence to address complex business challenges and add significant value to organizational operations.

What's included

5 videos5 readings1 assignment

5 videosβ€’Total 49 minutes
  • Transportation Problem Excel Templateβ€’14 minutes
  • MLB Umpire Assignmentβ€’8 minutes
  • Swim Team Assignmentβ€’8 minutes
  • Bonner Electronicsβ€’8 minutes
  • Shortest Path Network Flowβ€’11 minutes
5 readingsβ€’Total 35 minutes
  • Transportation and Assignment Problemsβ€’10 minutes
  • MLB Umpire Assignmentβ€’10 minutes
  • Swim Team Assignmentβ€’5 minutes
  • Bonner Electronicsβ€’5 minutes
  • Shortest Path Network Flowβ€’5 minutes
1 assignmentβ€’Total 60 minutes
  • Transportation and Assignment Assessmentβ€’60 minutes

In all of the optimization problems we studied, we assumed that the values of the parameters were known exactly. We tried to study the impact of uncertainty in our parameters through sensitivity analysis. While sensitivity analysis is useful, it cannot capture large deviations or simultaneous changes to many parameters. In this module, we will learn a new modelling tool called simulation. Simulation is a powerful technique used to model and analyze complex systems, especially when uncertainty and variability are key factors. In this module, we will explore how to use Excel to build simulations that aid in decision-making and risk analysis in business contexts. By learning to implement simulations in Excel, you will gain practical skills that can be applied to a variety of business analytics problems, including financial forecasting, inventory management, and project scheduling.

What's included

5 videos5 readings1 assignment

5 videosβ€’Total 58 minutes
  • Harry's Auto Tiresβ€’11 minutes
  • Higgens Plumbing & Heatingβ€’7 minutes
  • Queueing Theory Simulationβ€’15 minutes
  • Downtown Bookstore Simulationβ€’15 minutes
  • GE Stock Simulation Analysisβ€’10 minutes
5 readingsβ€’Total 25 minutes
  • Harry's Auto Tiresβ€’5 minutes
  • Higgens Plumbing & Heatingβ€’5 minutes
  • Queueing Theory Simulationβ€’5 minutes
  • Downtown Bookstore Simulationβ€’5 minutes
  • GE Stock Simulation Analysisβ€’5 minutes
1 assignmentβ€’Total 60 minutes
  • Simulation Assessmentβ€’60 minutes

Earn a career certificate

Add this credential to your LinkedIn profile, resume, or CV. Share it on social media and in your performance review.

Instructor

Instructor ratings
5.0 (25 ratings)

Top Instructor

Johns Hopkins University
28 Coursesβ€’688,628 learners

Explore more from Business Essentials

Why people choose Coursera for their career

πŸ‘ Image

Felipe M.

Learner since 2018
"To be able to take courses at my own pace and rhythm has been an amazing experience. I can learn whenever it fits my schedule and mood."
πŸ‘ Image

Jennifer J.

Learner since 2020
"I directly applied the concepts and skills I learned from my courses to an exciting new project at work."
πŸ‘ Image

Larry W.

Learner since 2021
"When I need courses on topics that my university doesn't offer, Coursera is one of the best places to go."
πŸ‘ Image

Chaitanya A.

"Learning isn't just about being better at your job: it's so much more than that. Coursera allows me to learn without limits."

Learner reviews

  • 5 stars

    94.33%

  • 4 stars

    5.66%

  • 3 stars

    0%

  • 2 stars

    0%

  • 1 star

    0%

Showing 3 of 53

RC
Β·

Reviewed on Apr 16, 2025

The complicated material presented was explained exceptionally well and will permit the students to gain many valuable skills in Excel.

KS
Β·

Reviewed on Aug 8, 2025

I would highly recommend anyone to take this course if you want to make a career in Finance and Business Analysis !!

EE
Β·

Reviewed on Feb 9, 2025

Great course to improve our Excel optimization and simulation skills.

Frequently asked questions

To access the course materials, assignments and to earn a Certificate, you will need to purchase the Certificate experience when you enroll in a course. You can try a Free Trial instead, or apply for Financial Aid. The course may offer 'Full Course, No Certificate' instead. This option lets you see all course materials, submit required assessments, and get a final grade. This also means that you will not be able to purchase a Certificate experience.

When you enroll in the course, you get access to all of the courses in the Specialization, and you earn a certificate when you complete the work. Your electronic Certificate will be added to your Accomplishments page - from there, you can print your Certificate or add it to your LinkedIn profile.

Yes. In select learning programs, you can apply for financial aid or a scholarship if you can’t afford the enrollment fee. If fin aid or scholarship is available for your learning program selection, you’ll find a link to apply on the description page.

Financial aid available,