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Experimentation for Improvement

Experimentation for Improvement

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9.2/10 (Our Score)
Product is rated as #7 in category Programming

We are always using experiments to improve our lives, our community, and our work. Are you doing it efficiently? Or are you (incorrectly) changing one thing at a time and hoping for the best? In this course, you will learn how to plan efficient experiments – testing with many variables. Our goal is to find the best results using only a few experiments. A key part of the course is how to optimize a system. We use simple tools: starting with fast calculations by hand, then we show how to use FREE software. The course comes with slides, transcripts of all lectures, subtitles (English, Spanish and Portuguese; some Chinese and French), videos, audio files, source code, and a free textbook. You get to keep all of it, all freely downloadable. This course is for anyone working in a company, or wanting to make changes to their life, their community, their neighbourhood. You don’t need to be a statistician or scientist! There’s something for everyone in here. ––––––––––––––– Over 1000 people have completed this online course. What have prior students said about this course? “This definitely is one of the most fruitful courses I have participated at Coursera, considering the takeaways and implementations! …

Instructor Details

Kevin Dunn is an assistant professor at McMaster University, in Hamilton, Ontario, Canada. He focuses on teaching students the foundations of chemical engineering. With a strong interest in teaching innovation, he investigates the use of software and novel teaching techniques in engineering education. Kevin also applies his knowledge and experience outside the university, advising companies on the use of databases, optimization and using experiments. He is the author of the textbook "Process Improvement Using Data".

Specification: Experimentation for Improvement

Duration

19 hours

Year

2015

Level

Intermediate

Certificate

Yes

Quizzes

Yes

48 reviews for Experimentation for Improvement

4.7 out of 5
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  1. Anas E S

    This is a really interesting course. The reason that I like it the most is that it begins with basics and gradually builds on the concepts.

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  2. Fausto M

    This course teaches, in a practical and useful way, how an experiment should be made. Beginning with very basic concepts and finishing with a practical case which improves the process, getting the best benefit (our outcome).

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  3. Juan D L R

    This course is so good, it’s helped me so much with my research. I highly recommend it!

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  4. Balamurugan G

    super

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  5. James M

    Excellent course that has wide applicability. The course leader explains concepts in very clear manner, and the case histories are interesting and very helpful.

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  6. Nurudeen D

    Very well taught

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  7. jayakumar16

    very helpful for those are doing expensive experimental projects and higher studies .

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  8. Ahmed S S B A

    Really interesting course, simple and helpful for all fields. It required not specific background, just start and enjoy the wonderful way Kevin illustrate the course.

    Helpful(1) Unhelpful(0)You have already voted this
  9. Jigar P

    Highly recommended

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  10. Haoqiang Z

    This is absolutely one of the best courses I have ever taken in Coursera, very useful, thank you so much!

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  11. Omaima H

    This is my second online course and my experiences have been amazing so far. With regards to this course, I could not have asked for a better teacher, teaching method, and the timing of this course for me as I am very much able to apply it in my academics and vice versa. The best part about it is its reach, that it caters to people who are technical as well as non technical. It definitely boosts your self esteem and confidence. the fact that you are able to study a course outside the premises of your campus and break out of the shell, with people learning from all over the world; the assessments are transparent and merit based, and the feedback is timely. Sitting on my couch at home in Karachi, I was able to take on a course from a Canadian university, is amazing,

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  12. Dhanada M

    One of the best courses I have taken so far on the subject on Coursera or for that matter anywhere. Very well prepared course content and very effective in terms of my learning of a rather complex subject. Thank you.

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  13. Maria C B

    very clear and well explained

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  14. Qiong Z

    This is a very insightful and useful course for experiment design.

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  15. Jessica L

    Great Course

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  16. MATTIA R

    Excellent. Well structured with a lot of practical example. Strongly suggested to increase your DoE skills.

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  17. Marwa A E K M A Z

    Amazing course! I really enjoyed myself during learning. The instructor is amazing and very professional. I really appreciate the fact that it contains examples from many different fields. It’s really for everyone who wants to improve any adopted process. Thank you 🙂

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  18. Suyanne C S

    Perfect!

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  19. Patrick B

    This is a great course to learn how to perform efficient experiments by varying multiple factors at a time. For scientists who do R&D research, this is an invaluable tool that will set you apart from your colleagues. In this course you learn “Experimental Design” with a bit of R code to get you started. The lessons progress at an even and steady pace that helps you retain information taught in previous sections. This was a very well executed course.

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  20. Jean Philippe G

    Excellent course!

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  21. West K D P

    Kevin was superb! It was so obvious that he had deep knowledge and experience on Experimental Design because he was able to explain the concepts in layman’s terms without making it overly simple. I also appreciated how he used diverse examples in terms of the kinds of experiments used, despite his background in engineering. Thank you, Kevin! I am excited to apply what I have learned here in my work.

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  22. Hizbullah M

    very helpful

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  23. Ali B N

    Very well designed course for individuals looking to understand RSM

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  24. Steven Z

    Satisfying course content and structure. Reasonable course speed. Nice, practical reference. Good introduction to design of experiments and response surface methods.

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  25. Lin, K

    One of the best course for Design of Experiment.

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  26. KALEEM U

    outstanding

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  27. Asad n

    Kevin Dunn sir i appreciate you effort

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  28. Stephane S

    This is one of the most useful courses around for every engineer, scientist, and researcher. However, it appears that this fundamental experimentation methodology is not being taught in every standard university curriculum. It was never covered in all my background in computer science, engineering, and research, neither at the bachelor’s, nor postgraduate levels. A great addition! The course is very well taught, and provides extensive learning material, including lecture notes, and a PDF copy of a complete course manual by the author. Thank you very much, prof. Kevin Dunn.

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  29. Francisco A

    Good way to learn about experimentation with a great and simple approach to R

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  30. ABIN J

    good

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  31. Nhabella C

    it’s good course because I mostly it’s easy to understand and it help me in any fields related to experimental

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  32. Michiel H

    Great course, I have learned a lot. The teacher is great and responds to your questions very quickly. The videos are great, crammed with real world examples. Very practical course and very interesting. This is a moneymaker for process improvers.

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  33. Alberto J O R

    The instructor explains the topic very well and uses easy to understand examples

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  34. Gilvan O F

    Thank you for a good experience!

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  35. ARULSIVANANTHAM

    Good course for all levels of students.

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  36. Michael Z

    This course has the best explanation of DOE and response surface methodology I’ve ever seen.

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  37. Omar P L C

    This course is great to learn how to make experiments. I am working as an Engineer in a company and i used this knowledge to resolve some problems.

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  38. Eric R

    Best MOOC ever! Courses starts from the basics and go on a step at time. Very easy to understand. I really enjoyed this course.

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  39. Feynman

    An excellent course for natural scientist which can help them set up the mindset and knowledge on designing experiment and data analysis, combining R program.

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  40. Rigoberto J M A

    Excellent.

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  41. Erwanda

    simple and easy to understand it

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  42. Carlo D V

    Fantastic!!! the most important course about DOE I have done. Useful for mu carrer.

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  43. Patrick I

    Super intresting and very helpfull for everyone

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  44. Guillaume C

    Excellent cours !

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  45. Sunghyun j

    This course is more useful than I could ever imagine. I could earn systematic idea on how to design experiments.

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  46. Dipeekakumari P

    Excellent course to improve your knowledge

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  47. MBWE M A H

    very interesting course I highly recommend

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  48. Varun K

    I would have liked the course to be a little more rigorous statistically.

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