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Design of Experiments (DoE)

Save time and reduce experimental efforts.

Skill Enhancement Courses

We offer flexible training on a variety of general topics relevant to the manufacturing industry. These workshops are tailored to improve your technical and professional skills, helping you stay competitive and up to date with industry advancements.

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Course Overview

Thanks to Design of Experiments (DoE), research and development efforts can be planned reasonably and more efficiently. Of course, you can also just develop on the fly, but that’s not really goal-oriented. Get the necessary tools to structure your development in such a way that you reach your goal faster. Our intensive training will provide you with the basic principles and practical exercises to help you perform your development and optimization tasks much more efficiently in the future. The equation is: Fewer experiments, higher reliability.

  • Target Groups: Engineers, technicians, analysts, and scientists who will process and analyze data.
  • This course is designed for: Quantitative way of thinking, affinity to model building.

 

Course Objectives

Objectives

  • The focus is on understanding the methods; underlying mathematics and statistics is explained by simulations and not by formula.
  • The basics of the various methods are examined, extensively.
  • The most important methods are not only explained but through the discussion of the application examples and their processing, you should become familiar with these methods.
  • The focus is on the current state of the art which allows to treat almost any situation.
  • The impact of DoE on Machine Learning (ML) projects will be explained.

Course Content

Content

    • Black and white box modeling
    • Preview on all working steps (design & data analysis)

    • Distributions (normal, Weibull, binomial)
    • Confidence intervals

    • Functional approach for process behavior
    • Statistical models for measuring errors, noise variables, and unknown factors
    • Design space and design space coverage)

    • Working steps for good designs
    • Impact of model assumption
    • Sample Size calculation
    • Special situations (constraints, inclusions, candidates)
    • Summary statistics and data aggregation

    • Working steps for data analysis (checklist) and background
    • Background for the working steps
    • Model visualization and optimization for conflicting response
    • Practical exercises

Meet Our Trainer

Our training programs are led by industry experts with years (if not decades) of hands-on experience. Each trainer provides practical insights and ensures that you gain valuable skills and develop a deep understanding of the subject matter.
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Dr. Theo Wember

A freelance statistician since 1988, Theo Wember specializes in DoE and technical statistics, with recent work in machine learning. He conducts training courses and consults on technical statistics, also serving on the camLine Cornerstone board. 

DoE expert, Cornerstone board member

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Gain Practical Skills in Manufacturing Data Management with camLine academy

Complete the form to request your access to camLine e-Learning platform. Once your request is submitted, we will process it and provide you with the necessary login details.

If you can’t find the subject you’re looking for or are interested in another topic, feel free to ask, and we’ll be happy to assist.

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camLine academy

—an open platform for consulting and training in the high-tech industry

The Operational Excellence Academy helps you strengthen your market position with an expanding range of training and consulting services. Our experienced and independent trainers understand the challenges across various industries, providing you with tailored support. ​

camLine offers on-site and online training, workshops, and consulting for industrial projects, encouraging open discussions that lead to practical solutions and long-term success.

Explore camLine academy programs
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camLine academy

—an open platform for consulting and training in the high-tech industry

The Operational Excellence Academy helps you strengthen your market position with an expanding range of training and consulting services. Our experienced and independent trainers understand the challenges across various industries, providing you with tailored support. ​

camLine offers on-site and online training, workshops, and consulting for industrial projects, encouraging open discussions that lead to practical solutions and long-term success.

Explore camLine academy programs

Frequently Asked Questions

FAQ

  • camLine academy training programs are structured to provide in-depth lectures, practical simulations, and expert discussions. Depending on the format, there are also hands-on exercises and personalized solutions.

    • On-site/Online Training: These are intensive, instructor-led programs with direct interaction and practical exercises.
    • e-Learning Platform: This offers self-paced learning, allowing participants to complete courses at their own convenience.  

  • Yes, camLine academy offers customized training programs tailored to your specific needs. You can request personalized training by contacting our support team to discuss your requirements.

  • You can register for a training program by selecting the desired course on the camLine academy page and following the instructions.

  • Our trainers are industry experts with years of experience in the manufacturing sector. They bring practical insights and a passion for teaching to ensure participants gain valuable, applicable skills.

  • Yes, on-site training typically requires a minimum number of participants. Please contact us to learn about the specific requirements for your desired training.

Let’s Discuss Solutions with camLine's Experts

Our team is ready to deliver tailored MES solutions that streamline your production, improve product quality, and maximize efficiency across your operations. Tap into camLine’s decades of expertise in digital transformation to overcome your manufacturing challenges.

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