16 Modules, Eligible for CEUs & PDUs
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Operational Design of Experiments Course
$2,895.00
- Course Overview
- Course Structure
- Learning Objectives
- What’s Included
- What Sets Us Apart
- Reviews & Testimonials
- Job Opportunities
- Certification
- FAQs
- Reviews (0)
Course Overview
This virtual course focuses on the experimental design and analysis of efficient tests/experiments to maximize learning while minimizing resources. You will learn how to plan, design, conduct, and analyze experiments. Whether your objective is screening to find the most important factors, modeling to build precise prediction equations and optimize performance, or validating to confirm that a system performs well and meets requirements, you will learn to select the best experimental test design for that purpose. Important supporting tools and techniques used with DOE, including PF/CE/CNX/SOP and Measurement System Analysis (MSA), will also be discussed, and you will gain a solid understanding of basic statistics for sound decision-making.
The design of experiments course uses Air Academy’s famous Keep-It-Simple-Statistically (KISS) approach to instruction. This virtual learning style will provide the flexibility and capability needed to become proficient in using DOE and applying the most efficient test operational design and optimization strategies. Learning these tools and methods will help increase product and process knowledge, optimize performance, reduce variation, and accelerate return on investment.
Learners who want to compare related options can also explore our broader design of experiments training resources.
Contact us to Learn more
1.800.748.1277 | info@airacad.com
Course Structure
This self-paced course consists of 16 recorded sessions:
- Basic Statistics
- Process Capability
- PF/CE/CNX/SOP
- Measurement System Analysis
- Confidence Intervals and Sample Size
- Hypothesis Testing
- Introduction to Regression Analysis
- Introduction to Design of Experiments (DOE)
- 2-Level Designs (Full Factorial Designs)
- 2- Level Designs (Fractional Factorial Designs and Screening)
- 3-Level Designs
- Design of Experiments (DOE) Rules of Thumb
- Mixed Factor-Mixed Level Designs
- Multiple-Response Optimization
- Residual Analysis
- Historical Data Analysis
At the end of each session, there is an associated 5-question quiz to test your knowledge and gauge your understanding of that topic. To receive credit for module completion 4 out of 5 quiz questions need to be answered correctly. Quizzes can be taken until a passing score is achieved.
Learning Objectives
- Design of Experiments (DOE) for screening, modeling, and validation testing, all of which provide a much greater capability in determining root cause when many variables are in question
- Regression Analysis and Historical Data Analysis (observational studies), the ability to perform multi-variable analysis to optimize over many response variables and to develop a predictive analytics capability with risk assessment
- Advanced charting techniques such as surface plots, contour plots, and interaction plots provide advanced graphical capability to assist in more effective communication with customers and suppliers
- Advanced critical thinking skills for overall better problem-solving and decision-making
What’s Included
- Access to the online modules and embedded quizzes
- Downloadable pdf versions of the written course modules
- Single-user, perpetual licenses of:
- SPC XL
- DOE Pro
- Access to online SPC XL video tutorials
- Downloadable data files (for use with software)
- Understanding Industrial Designed Experiments (e-version)
- Up to 2 hours 1-on-1 with an Air Academy MBB
- Certification costs
- Online exam
- Project review
What Sets Us Apart
Practical Design of Experiments Training With Clear Structure
Air Academy Associates offers a practical design of experiments training experience built for professionals who want more than theory alone. This operational design of experiments course online is designed to help learners plan, run, and interpret experiments with a stronger focus on real applications, efficient testing, and sound decision-making.
A Step-by-Step Approach to Experimental Learning
One of the strengths of this experiment course is its structured format. Learners progress through statistics, process capability, measurement system analysis, regression, screening designs, factorial designs, optimization, residual analysis, and historical data analysis in a sequence that helps each topic build on the previous one.
Designed for Real Operational Use
This course goes beyond basic academic examples by showing how DOE is used to improve products, processes, and testing strategies in practical settings. It is especially useful for professionals who want an operational design of experiments course that connects analysis with performance improvement, variation reduction, and faster learning from data.
Strong Support for Applied Analysis and Software Use
Air Academy Associates combines instruction with practical tools that support real analysis work. The course includes access to online modules, embedded quizzes, downloadable course materials, data files, software support through SPC XL and DOE Pro, and one-on-one time with an Air Academy Master Black Belt, giving learners more value than scattered design of experiments examples or general free materials online.
Part of a Broader DOE and Improvement Training Environment
This training sits within Air Academy Associates’ broader education offering in Design of Experiments, advanced test design, Lean Six Sigma, and predictive analysis. That broader background gives learners a stronger foundation and a clearer path for continued development after completing this course.
Flexible Online Learning With Professional Depth
The self-paced format makes this a strong option for busy professionals who need high-level technical training with schedule flexibility. For learners searching for an operational design of experiments course online, this program offers depth, structure, and professional relevance in one place.
Our Clients Trust Us and Like What We Offer
Air Academy Associates has trained professionals from leading organizations across manufacturing, aerospace, healthcare, and technology sectors. Our training programs are trusted for delivering practical, results-driven knowledge that translates into real improvements in performance and decision-making. We focus on helping professionals apply what they learn immediately in their work.
Meet the Content Experts
Mark, President / Co-Founder
Mark brings decades of experience in statistical modeling, DOE, and performance improvement. He is widely recognized for simplifying complex analytical methods into practical tools that professionals can apply in real-world situations. His approach emphasizes clarity, usability, and direct application.
Lisa, Director of Curriculum Development
Lisa specializes in designing training programs that make advanced statistical and modeling concepts accessible and practical. Her work focuses on helping professionals build confidence in applying analytical methods to real business and engineering challenges. She supports learning experiences that are structured, clear, and results-oriented.
Reviews & Testimonials
“I would highly recommend this Lean Six Sigma Online Greenbelt training. The course and tools are designed to bring success to the students & businesses. The skills learned will bring value throughout your career.”
“Air Academy provides high quality consulting, coaching and education developed with close partnership with the client so that the efforts are well aligned with organizational goals. The expertise in Lean Six Sigma is superb and in addition, there is a wealth of leadership coaching that is invaluable. We have grown significantly in our Lean culture and leadership skills since engaging with Air Academy!”
“Air Academy Associates’ timeliness of performance is outstanding. They provided all requested support on time. They were proactive in setting up status meetings and managing control documents to assure deliverables were delivered on time and as specified.”
What did you like most? “the coaching session and videos, the possibility to stop the video if something is not clear”
Lisa was really the best. Also, videos were really good – Thanks to Lisa and Mark! “
“The online courses can be taken within the time frame that suits for my daily work. Yet, there are scheduled virtual sessions setting the milestones.”
“I thought this would be training like all the rest, I was very wrong. I found the instructor to be very interesting and captive with what could be thought of as dry data. He did not read from a power point, did not teach strictly from a book, but provided information that got me excited about making a difference in our operation which ultimately improved the bottom line. I was not trained only, but was given the opportunity to certify, which verified I understood the training.”
Job Opportunities
Career Paths That Benefit From DOE Training
The Operational Design of Experiments Course supports professionals who need to plan tests, analyze data, improve processes, and make stronger evidence-based decisions. Because the course covers design of experiments, regression, screening designs, optimization, and historical data analysis, it is especially relevant for technical and improvement-focused roles.
Roles That Commonly Use These Skills
- Quality Engineer
- Manufacturing Engineer
- Process Engineer
- R&D Engineer
- Test Engineer
- Product Development Engineer
- Reliability Engineer
- Continuous Improvement Specialist
- Operations Analyst
- Data-Driven Improvement Professional
Why This Training Helps
Professionals in these roles often need more than theory. They need practical skill in selecting test designs, identifying important variables, reducing variation, and improving performance with fewer wasted resources. That is why this operational design of experiments course online is useful for learners who want applied skills they can use in manufacturing, engineering, product development, healthcare, and operations settings.
Search our job board to find what opportunities might be available to you.
Certification
Upon completing the course modules and passing the quizzes, students will be granted a Course Completion Certificate. To learn more about Design For Six Sigma Certification information, please visit our DFSS Roadmap.
Contact us to Learn more
1.800.748.1277 | info@airacad.com
FAQs
What does “Operational” mean in the name of this course?
We use the term operational because this course is designed to help you apply the tools and techniques on the job right away. This is not just a theory course. It is built for practitioners who need hands-on skill with scientific methods.
What is the Operational Design of Experiments (DOE) Course?
The Operational Design of Experiments Course is a thorough course that gives participants the knowledge and abilities they need to plan and carry out experiments in various sectors successfully. It covers tools for designing experiments, the fundamentals of designing experiments, and specialized methods for designing experiments.
What are the key topics covered in the Operational Design of Experiments Course?
The course covers a range of topics, including experimental design basics, response surface methods, practical examples of well-designed experiments, factorial design, industrial engineering applications, the scientific method applied to designing experiments, and the use of experimental design tools.
How can the Operational Design of Experiments Course benefit professionals in manufacturing processes?
Professionals in manufacturing processes can greatly benefit from this course as it provides them with the knowledge and skills to design experiments that optimize manufacturing processes. It covers factors such as factorial DOE, response surface methods, and fractional factorial design specifically tailored for industrial engineering and manufacturing applications.
Can you provide some practical examples of how experimental design can be applied in real-world scenarios?
Certainly! The Operational Design of Experiments Course includes practical examples that showcase how experimental design can be applied in various domains. For instance, it might explore how to optimize a chemical reaction process to maximize yield, or how to design experiments to improve the efficiency of a manufacturing assembly line.
What are some benefits of conducting well-designed experiments using the principles learned in this course?
Conducting well-designed experiments yields several benefits. It allows for more accurate data collection, improves the understanding of the underlying factors influencing the process or system being studied, and identifies optimal conditions or configurations. Well-designed experiments also provide insights into interactions between variables and facilitate the development of robust and efficient processes.
How do the Operational Design of Experiments Courses address specialized experiments?
The course acknowledges the need for experiments specialization design. It provides participants with the necessary tools and techniques to address specific requirements of different types of experiments, such as response surface methods for optimizing complex systems or fractional factorial design for efficiently exploring large experimental spaces.
Is the Operational Design of Experiments Course suitable for individuals with no prior experience in experimental design?
Yes, the course caters to individuals with varying experiences in experimental design. It starts with the basics and gradually progresses to more advanced topics. Whether you are new to experimental design or have some prior knowledge, the course provides a solid foundation and expands on it to enhance your understanding and skills.
Who would benefit from taking the Operational Design of Experiments Course?
The course benefits professionals and researchers across diverse industries, including but not limited to manufacturing, engineering, quality control, pharmaceuticals, and scientific research. It is particularly valuable for those involved in process optimization, quality improvement, and decision-making based on empirical evidence.
How does the Operational Design of Experiments Course integrate with the scientific method?
The course emphasizes the application of the scientific method in designing experiments. It guides participants through formulating hypotheses, identifying independent and dependent variables, selecting appropriate experimental designs, conducting experiments, collecting data, and analyzing results. By following this systematic approach, participants gain a deeper understanding of the scientific method and its practical application.
What sets the Operational Design of Experiments Course apart from other similar programs?
The Operational Design of Experiments Course stands out due to its comprehensive coverage of experimental design tools and techniques, practical examples, and its specialized focus on industrial engineering and manufacturing processes. It equips participants with the necessary knowledge and skills to design and conduct experiments effectively, leading to improved processes
Related products
If you are looking to train your team, contact the Air Academy team for group pricing.
1.800.748.1277
info@airacad.com
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