Design of Experiments Courses
$175.00
- Course Overview
- Course Structure
- Learning Objectives
- What’s Included
- What Sets Us Apart
- Reviews & Testimonials
- Job Opportunities
- Certification
- FAQs
- Reviews (0)
Course Overview
Design of Experiments Courses: Best Experimental Design Classes Online
The Introduction to Design of Experiments (DOE) course offered by Air Academy Associates is an essential resource for professionals seeking to master experimental design techniques. This course thoroughly explores the design and analysis of experiments, covering basic design of experiments, the definition and statistics of DOE, and various response surface methods. Participants will learn how DOE can optimize manufacturing processes, enhance product design, and facilitate effective experiments through well-designed factorial and fractional factorial designs.
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1.800.748.1277 | info@airacad.com
Course Structure
Fundamentals of DOE
Introduction to DOE’s core concepts and terminology, including factorial designs, response surface designs, and basic experimental design classes.
DOE Software Proficiency
Training in DOE Pro XL, an advanced Design of Experiments software that integrates with Excel to perform data collection, statistical analysis, and design optimization.
Practical Application
Hands-on projects using DOE Pro XL to conduct experiments that involve response surface methods and analyze data, providing practical insights into effective experiments.
Advanced Experimental Techniques
Exploration of complex DOE approaches such as factorial experiments, fractional factorial designs, and response surface methodology.
Expert-Led Sessions
Interactive lectures and demonstrations by experienced instructors specializing in DOE ensure that participants can apply what DOE is in real-world scenarios.
Certification and Professional Development
Opportunities to earn certification in experimental design, demonstrating expertise in conducting well-designed experiments and analyzing and designing experiments.
This comprehensive structure is designed to ensure that participants understand the theoretical aspects of DOE and how to apply these concepts effectively in their professional roles, particularly in fields involving quality control, product development, and process optimization.
Learning Objectives
Planning and Development
Learn to plan and design experiments tailored to research needs and industry standards effectively.
Execution of Experiments
Gain practical skills in designing well-designed experiments using established experimental design tools and techniques.
Data Analysis
Master the analysis of experimental data using statistical methods to draw accurate and actionable conclusions.
Application of Skills
Apply these skills across various industrial applications to optimize processes, enhance product quality, and solve complex problems.
What’s Included
Video Lectures
Access to comprehensive video lectures covering all facets of experimental design.
Manuals and Guides
Detailed manuals and step-by-step guides for experimental setups and data analysis.
Exercises
Practical exercises to reinforce learning through actual problem-solving.
Examples
Real-world examples that illustrate the application of theoretical concepts.
Software Access
Use of Air Academy Associates’ statistical analysis software, enhancing hands-on learning.
What Sets Us Apart
Air Academy Associates stands out due to its comprehensive approach in Lean Six Sigma and Design of Experiments. Here’s why choosing us can significantly benefit your professional development:
Experienced Instructors
Our courses are led by veteran professionals who not only teach theoretical concepts but also bring valuable industry insights into the classroom. This blend of theory and practice enriches the learning experience, ensuring that students can see firsthand how experimental design is applied in real-world scenarios.
Practical Application
We emphasize the application of learned skills directly to your work environment. Our courses integrate experiments design, experimental design basics, and data science, enabling you to apply these methodologies to your daily tasks effectively and immediately. This hands-on approach helps solidify understanding and enhances your capability to implement complex designs and analyses.
Comprehensive Content
Our curriculum covers a wide array of topics from single factor experiments to more complex factorial designs and response surface methodologies. We provide detailed content on each aspect, including factor levels, effect relationships, and custom designs, ensuring a deep understanding of each process and technique.
Community and Support
Joining our courses means access to a vibrant community of like-minded professionals and experts. This network is a valuable resource for collaborative learning, sharing of best practices, and professional networking, which can be particularly beneficial for those new to the field or looking to advance their careers.
Specialization and Objective
Each course is designed with a clear objective in mind, tailored to impart specialized knowledge in specific areas of Lean Six Sigma and DOE. Whether you’re interested in mastering Latin squares designs or understanding the intricacies of randomized blocks, our courses provide the knowledge and practical skills needed.
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
Manufacturing Engineers
By mastering DOE, manufacturing engineers can significantly enhance production processes, improve efficiency, and reduce waste. The course content covers experiment design and analysis, equipping engineers to make data-driven improvements.
Quality Assurance Specialists
Learn to design experiments crucial for validating product quality and ensuring compliance with industry standards. Specialization in experimental design basics and effect relationships helps QA specialists develop rigorous testing procedures that uphold product integrity.
Process Engineers
Our training equips process engineers with the skills to design and optimize operations across various industries. By understanding factor levels, single-factor experiments, and custom designs, engineers can innovate and refine processes in chemicals, pharmaceuticals, and food production.
Research Scientists
Scientists benefit from our courses by learning how to conduct well-designed experiments to explore new scientific questions. The focus on experimental design tools and analyzing data ensures that findings are robust and scientifically valid.
Data Scientists
Focusing on data science, factorial and response surface experiments, our courses enable data scientists to extract actionable insights from complex data sets. These skills are crucial for identifying patterns that can inform strategic business decisions.
By focusing on these areas, Air Academy Associates ensures that participants are well-prepared to advance their careers and make significant contributions to their fields. Our courses are designed not just to teach but to transform how professionals understand and leverage data in their daily roles.
Search our job board to find what opportunities might be available to you.
FAQs
Q: What is a factorial experiment?
A: A factorial experiment is a type of study that tests two or more factors simultaneously to understand their effects and possible interactions on a response variable. This method is powerful for exploring complex interactions.
Q: Can you explain randomized blocks?
A: Randomized blocks are a design method to reduce noise from extraneous variables. By grouping similar experimental units, variability within the blocks is minimized, enhancing the accuracy of assessing the main effects and interactions.
Q: How are response surface methods used in DOE?
A: Response surface methods (RSM) are used to model and analyze problems in which several variables influence a response of interest. The goal is to optimize this response by finding suitable levels of the variables.
Q: What is the importance of Box-Behnken designs in experiments?
A: The Box-Behnken design is an experimental design used for response surface methodology. It provides sufficient data for efficient statistical analysis with fewer required runs than full factorial designs.
Q: When should I use a central composite design?
A: Central composite designs are often used when building a second-order (quadratic) model for the response variable without requiring a full three-level factorial experiment. This design is suitable for exploring quadratic surfaces and constructing precise response models.
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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