This is a basic course in designing experiments and analyzing the resulting data. The course objective is to learn how to plan, design and conduct experiments efficiently and effectively, and analyze the resulting data to obtain objective conclusions. Both design and statistical analysis issues are discussed. Opportunities to use the principles taught in the course arise in all aspects of today’s industrial and business environment. Applications from various fields will be illustrated throughout the course. Computer software packages (JMP, Design-Expert, Minitab) will be used to implement the methods presented and will be illustrated extensively.
提供方
实验设计 專項課程亚利桑那州立大学課程信息
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100% 在線
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第 1 門課程（共 4 門）
中級
完成時間大約為13 小時
英語（English）
字幕：阿拉伯語（Arabic）, 法語（French）, （歐洲人講的）葡萄牙語, 意大利語, 越南語, 德語（German）, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
您將學到的內容有
By the end of this course, you will be able to:
Approach complex industrial and business research problems and address them through a rigorous, statistically sound experimental strategy
Use modern software to effectively plan experiments
Analyze the resulting data of an experiment, and communicate the results effectively to decision-makers.
您將獲得的技能
- statistical Methods for Process and Product improvement
- design of experiments
- experiment design
- designing experiments
可靈活調整截止日期
根據您的日程表重置截止日期。
可分享的證書
完成後獲得證書
100% 在線
立即開始，按照自己的計劃學習。
第 1 門課程（共 4 門）
中級
完成時間大約為13 小時
英語（English）
字幕：阿拉伯語（Arabic）, 法語（French）, （歐洲人講的）葡萄牙語, 意大利語, 越南語, 德語（German）, 俄語（Russian）, 英語（English）, 西班牙語（Spanish）
提供方
亚利桑那州立大学
Arizona State University has developed a new model for the American Research University, creating an institution that is committed to excellence, access and impact. ASU measures itself by those it includes, not by those it excludes. ASU pursues research that contributes to the public good, and ASU assumes major responsibility for the economic, social and cultural vitality of the communities that surround it.
授課大綱 - 您將從這門課程中學到什麼
完成時間為 4 小時
Unit 1: Getting Started and Introduction to Design and Analysis of Experiments
完成時間為 4 小時
6 個視頻 （總計 54 分鐘）, 6 個閱讀材料, 2 個測驗
完成時間為 4 小時
Unit 2: Simple Comparative Experiments
完成時間為 4 小時
9 個視頻 （總計 96 分鐘）, 1 個閱讀材料, 3 個測驗
完成時間為 3 小時
Unit 3: Experiments with a Single Factor - The Analysis of Variance
完成時間為 3 小時
10 個視頻 （總計 84 分鐘）, 1 個閱讀材料, 2 個測驗
完成時間為 2 小時
Unit 4: Randomized Blocks, Latin Squares, and Related Designs
完成時間為 2 小時
6 個視頻 （總計 52 分鐘）, 1 個閱讀材料, 2 個測驗
審閱
來自EXPERIMENTAL DESIGN BASICS的熱門評論
由 KG 提供2021年3月21日
I have used Dr. Montgomery's book off and on since the early 1990s! It is an enjoyment to watch his lectures. The only caveat is that it is a short course, which should have been obvious to me.
由 HR 提供2020年9月21日
The peer review assignment is daunting as you are completely at the mercy of your classmates who might leave proper feedback on what you actually did wrong. Apart from that, great class.
由 SM 提供2020年10月27日
If you are an engineer in Pharma, medical device or automobile looking for a basic course on design of experiments. this is a perfect course designed for you.
由 RR 提供2020年7月25日
It was a great experience while doing experimental design basics. I learned a lot about the Strategy of experimentation and basic statistical concepts.
關於 实验设计 專項課程
Learn modern experimental strategy, including factorial and fractional factorial experimental designs, designs for screening many factors, designs for optimization experiments, and designs for complex experiments such as those with hard-to-change factors and unusual responses. There is thorough coverage of modern data analysis techniques for experimental design, including software. Applications include electronics and semiconductors, automotive and aerospace, chemical and process industries, pharmaceutical and bio-pharm, medical devices, and many others.
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