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Gregory Baecher

Projects move businesses and society forward as by delivering the services, products, and outcomes needed to achieve objectives. As investments they require detailed consideration to ensure we’re investing our time, money, and attention wisely. Project risk management offers logical and numerical methods to analyze important project decisions.

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Projects move businesses and society forward as by delivering the services, products, and outcomes needed to achieve objectives. As investments they require detailed consideration to ensure we’re investing our time, money, and attention wisely. Project risk management offers logical and numerical methods to analyze important project decisions.

The heart of modern project risk management focuses on the development of quantitative probabilistic models of cost, schedule, and other project risks. These quantitative models build on the qualitative risk register to create management forecasts which can be manipulated and optimized to develop risk management plans:

Modern quantitative risk models leverage probabilistic thinking about uncertainties and consequences to support formal analysis. These detailed models of the highest priority risks support optimizing strategies. Thus, they provide a quantitative approach to decision-making in the face of uncertainties, while leading to realistic targets for achievable cost, schedule, and scope.

  • Numerical models including Monte Carlo simulation, linear and non-linear approximations, and other practical computer methods allow these quantitative risk models to be translated into practicable solutions. Reliability and other systems risk modeling tools may also be used for quantitative risk analysis.

These tools provide powerful insights into evaluating a project at each stage of its lifecycle to see which courses of action work best for stakeholders. Simulating budget and schedule risk across scenarios provides a decision space for project managers and sponsors. Projects can then be appreciated as an investment of time, money, and resources to achieve the organizations goals.

What's inside

Learning objectives

  • ● how to quantify and assess projects for budget, schedule, and return on investment
  • ● project budget and scheduling fundamentals
  • ● how to develop a project budget estimate
  • ● how to model impacts on the project budget
  • ● how to develop and model project schedules
  • ● how to simulate using monte carlo methods the potential impacts of project risk on budgets and schedule
  • ● estimating the impacts of uncertainty
  • ● leverage insights to select strategies and invest in projects

Syllabus

Week 1: Budget Risk
Week 2: Schedule Risk
Week 3: Monte Carlo Calculations
Week 4: Monte Carlo Modeling
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Week 5: Projects as Investments

Good to know

Know what's good
, what to watch for
, and possible dealbreakers
Provides a quantitative approach to decision-making amid uncertainty
Emphasizes modern project risk management through probabilistic models
Suitable for project managers, sponsors, and stakeholders seeking to evaluate and optimize projects
Leverages numerical models, including Monte Carlo simulations, for practical solutions
Focuses on estimating and modeling impacts on project schedules and budgets
May require prior understanding of project management fundamentals
Advisable to have familiarity with probability and statistics

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Activities

Be better prepared before your course. Deepen your understanding during and after it. Supplement your coursework and achieve mastery of the topics covered in Risk Models for Project Managers: Monte Carlo and Beyond with these activities:
Compile a List of Resources on Project Risk Management
Having a curated list of resources will provide you with quick access to relevant information throughout the course.
Browse courses on Project Risk Management
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  • Search for articles, books, websites, and other resources on project risk management
  • Organize the resources into a structured format
  • Share the compilation with classmates or online
Join a Study Group for Project Risk Management
Study groups can provide a supportive environment for learning and discussing course concepts.
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  • Find or create a study group with other students in the course
  • Meet regularly to discuss course material
  • Work together on practice problems and projects
Engage in Peer-Led Risk Analysis Discussions
Participate in group discussions with peers to share insights, identify common risks, and develop collective risk mitigation strategies.
Show steps
  • Form a peer group and identify project scenario
  • Conduct risk brainstorming sessions
  • Analyze risks and develop mitigation plans
Nine other activities
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Follow Tutorials on Monte Carlo Simulation
Tutorials will help you develop practical skills in using Monte Carlo simulation for risk analysis.
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Show steps
  • Find tutorials on Monte Carlo simulation using software such as Excel or Python
  • Follow the tutorials step-by-step
  • Apply the techniques to simulate risks in a project
Explore Case Studies of Project Risk Management
Examine real-world project scenarios to apply risk management principles, identify potential pitfalls, and develop strategies for effective risk mitigation.
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Show steps
  • Review project case studies and identify key risks
  • Analyze risk management strategies employed
  • Evaluate outcomes and lessons learned
Read 'Project and Risk Management' by Nicholas R. Smith
This book provides a comprehensive overview of project and risk management, helping you develop a solid foundation for the course.
Show steps
  • Read Chapter 1: Introduction to Project Management
  • Read Chapter 2: Project Risk Management
  • Complete the exercises at the end of each chapter
Practice Monte Carlo Simulation Scenarios
Conduct repeated simulations to reinforce the concepts of uncertainty, risk, and risk mitigation using Monte Carlo techniques.
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  • Choose a risk scenario and define input parameters
  • Run multiple simulations using a Monte Carlo tool
  • Analyze simulation results and identify patterns
Solve Practice Problems on Quantitative Risk Modeling
Practice problems will help you solidify your understanding of quantitative risk modeling techniques.
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Show steps
  • Find practice problems online or in textbooks
  • Solve the problems using the techniques covered in the course
  • Check your answers against solutions
Attend a Project Risk Management Workshop
Workshops provide an opportunity to engage with experts and further refine your risk management skills.
Browse courses on Project Risk Management
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  • Find a relevant workshop in your area
  • Register and attend the workshop
  • Participate積極的に in discussions and exercises
Develop a Project Risk Management Plan
Create a comprehensive risk management plan for a hypothetical project, outlining risk identification, assessment, response, and monitoring strategies.
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Show steps
  • Define project scope and objectives
  • Identify and assess project risks
  • Develop risk response strategies
  • Establish risk monitoring and control mechanisms
Develop a Risk Management Plan for a Project
Hands-on experience in developing a risk management plan will reinforce the concepts learned in the course.
Browse courses on Project Risk Management
Show steps
  • Identify a suitable project
  • Conduct a risk assessment
  • Develop strategies to mitigate the identified risks
  • Create a risk management plan document
Contribute to Open-Source Projects on Project Risk Management
Practical experience with open-source projects can enhance your understanding of risk management tools and techniques.
Browse courses on Project Risk Management
Show steps
  • Find open-source projects related to project risk management
  • Identify areas where you can contribute
  • Submit pull requests or issue reports to the project

Career center

Learners who complete Risk Models for Project Managers: Monte Carlo and Beyond will develop knowledge and skills that may be useful to these careers:
Project Manager
A Project Manager is a professional who works with teams to plan and execute projects, ensuring they are completed on time, within budget, and to the required quality standards. This course provides project managers with the skills and knowledge needed to develop and implement project risk management plans, which can help them to identify and mitigate potential risks that could affect the project's success.
Risk Analyst
A Risk Analyst is responsible for identifying, assessing, and managing risks. This course provides Risk Analysts with the skills and knowledge needed to develop and implement risk management plans, and to make informed decisions about how to mitigate risks. The course also covers the use of Monte Carlo simulation to analyze risks, which is a valuable tool for Risk Analysts.
Program Manager
A Program Manager is responsible for overseeing multiple projects and ensuring that they are aligned with the organization's strategic goals. This course can help Program Managers to develop the skills and knowledge needed to manage complex projects and programs, and to make informed decisions about how to allocate resources and mitigate risks.
Risk Consultant
A Risk Consultant provides advice and guidance to organizations on how to manage risks. This course can help Risk Consultants to develop the skills and knowledge needed to provide expert advice on risk management, and to help organizations to develop and implement effective risk management strategies.
Investment Analyst
An Investment Analyst is responsible for analyzing and recommending investments for clients. This course can help Investment Analysts to develop the skills and knowledge needed to assess the risks and returns of different investments, and to make informed decisions about where to allocate funds. The course also covers the use of Monte Carlo simulation to analyze risks, which is a valuable tool for Investment Analysts.
Financial Analyst
A Financial Analyst is responsible for analyzing financial data and making recommendations on investments. This course can help Financial Analysts to develop the skills and knowledge needed to assess the risks and returns of different investments, and to make informed decisions about where to allocate funds.
Data Analyst
A Data Analyst is responsible for collecting, analyzing, and interpreting data to help businesses make informed decisions. This course can help Data Analysts to develop the skills and knowledge needed to use data to identify and mitigate risks, and to make informed decisions about how to allocate resources.
Business Analyst
A Business Analyst is responsible for analyzing business processes and making recommendations on how to improve them. This course can help Business Analysts to develop the skills and knowledge needed to identify and mitigate risks that could affect a business's operations, and to make informed decisions about how to improve business processes.
Systems Engineer
A Systems Engineer is responsible for designing, developing, and testing complex systems. This course can help Systems Engineers to develop the skills and knowledge needed to identify and mitigate risks that could affect the development and deployment of systems, and to make informed decisions about how to design and build systems.
Operations Research Analyst
An Operations Research Analyst is responsible for using mathematical and statistical methods to solve business problems. This course can help Operations Research Analysts to develop the skills and knowledge needed to use Monte Carlo simulation to model and analyze risks, and to make informed decisions about how to allocate resources.
Software Engineer
A Software Engineer is responsible for designing, developing, and testing software. This course can help Software Engineers to develop the skills and knowledge needed to identify and mitigate risks that could affect the development and deployment of software, and to make informed decisions about how to design and build software systems.
Actuary
An Actuary is responsible for assessing and managing financial risks. This course can help Actuaries to develop the skills and knowledge needed to use Monte Carlo simulation to model and analyze risks, and to make informed decisions about how to allocate resources.
Statistician
A Statistician is responsible for collecting, analyzing, and interpreting data. This course can help Statisticians to develop the skills and knowledge needed to use Monte Carlo simulation to model and analyze risks, and to make informed decisions about how to allocate resources.
Quantitative Analyst
A Quantitative Analyst is responsible for using mathematical and statistical methods to analyze financial data. This course can help Quantitative Analysts to develop the skills and knowledge needed to use Monte Carlo simulation to model and analyze risks, and to make informed decisions about how to allocate resources.
Data Scientist
A Data Scientist is responsible for using data to solve business problems. This course may be useful for Data Scientists who want to develop the skills and knowledge needed to use Monte Carlo simulation to model and analyze risks, and to make informed decisions about how to allocate resources.

Reading list

We've selected 14 books that we think will supplement your learning. Use these to develop background knowledge, enrich your coursework, and gain a deeper understanding of the topics covered in Risk Models for Project Managers: Monte Carlo and Beyond.
Is the authoritative guide to project management, and it provides a comprehensive overview of the project management process. It is widely used as a reference tool by project managers and it commonly used as a textbook at academic institutions. It valuable resource for anyone who wants to learn more about project management.
Provides a detailed overview of quantitative risk analysis in project management. It covers a wide range of topics, including risk identification, risk assessment, and risk mitigation. It valuable resource for anyone who wants to learn more about quantitative risk analysis.
Provides a practical guide to project risk management. It covers a wide range of topics, including risk identification, risk assessment, and risk mitigation. It valuable resource for anyone who wants to learn more about project risk management.
Provides a comprehensive overview of project management for information systems. It covers a wide range of topics, including the basics of project management, how to manage an information systems project, and how to use project management software. It valuable resource for anyone who wants to learn more about project management for information systems.
Provides a collection of case studies on project management. It valuable resource for anyone who wants to learn more about how project management is done in practice.
Provides a detailed overview of project portfolio management. It covers a wide range of topics, including the basics of project portfolio management, how to develop a project portfolio, and how to manage a project portfolio. It valuable resource for anyone who wants to learn more about project portfolio management.
Provides a practical guide to project management. It covers a wide range of topics, including the basics of project management, how to manage a team, and how to deliver a project successfully. It valuable resource for anyone who wants to learn more about project management.
Provides a comprehensive overview of risk management for projects. It covers a wide range of topics, including the basics of risk management, how to identify risks, and how to mitigate risks. It valuable resource for anyone who wants to learn more about risk management for projects.
Provides a comprehensive overview of project management. It valuable resource for anyone who wants to learn more about project management.
Provides a comprehensive overview of project management. It valuable resource for anyone who wants to learn more about project management.
Provides a comprehensive overview of project management. It valuable resource for anyone who wants to learn more about project management.
Provides a comprehensive overview of project management. It valuable resource for anyone who wants to learn more about project management.
Offers another perspective to reliability and risk assessment. It is an additional read that supplements the learning of the course.

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