Experimentation for Improvement

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课程主页: https://www.coursera.org/archive/experimentation

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课程简介

McMaster University

课程大纲

This is where the course gets tough and rough, but real. The quiz at the end if a tough one, so take it several times to be sure you have mastered the material - that's all that matters - understanding. We want to do as few experiments as possible, while still learning the most we can. Feel free to skip to module 5, which is the crucial learning from the whole course. You can come back here later. In module 4 we show how to do *practical* experiments that practitioners use everyday. We learn about important safeguards to ensure that we are not mislead by Mother Nature.

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课程详情

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! And so far I finished 12 [courses]." "Excelente curso, flexible y con suficiente material didáctico fácilmente digerible y cómodo. No importa si se tiene pocas bases matemáticas o estadísticas, el curso proporciona casi toda explicación necesaria para un entendimiento alto." "I wish I had enrolled in your course years ago -- it would have saved us a lot of time in optimizing experimental conditions." Jason Eriksen, 3 Jan 2017 "Interesting and developing both analytical and creative thinking. The lecturer took care to bring lots of real live examples which are fun to analyze." 20 February 2016. "... love your style of presentation, and the examples you took from everyday life to explain things. It is very difficult to make such a mathematical course accessible and comprehensible to this wide a variety of people!" ⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯

改善实验:我们一直在使用实验来改善我们的生活,社区和工作。您的效率高吗?还是您一次(不正确地)更改一件事情并希望达到最佳状态? 在本课程中,您将学习如何计划有效的实验-使用许多变量进行测试。我们的目标是仅通过几次实验就能找到最佳结果。课程的关键部分是如何优化系统。 我们使用简单的工具:从手工快速计算开始,然后说明如何使用免费软件。 该课程包括幻灯片,所有讲座的笔录,字幕(英语,西班牙语和葡萄牙语;一些中文和法语),视频,音频文件,源代码和免费教科书。您可以保留所有内容,所有内容均可免费下载。 本课程适用于在公司工作或想要改变他们的生活,社区和邻居的任何人。您无需成为统计学家或科学家!这里每个人都有东西。 ⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯ 已有1000多人完成了此在线课程。以前的学生对这门课程说了什么? “这绝对是我在Coursera上参加过的最富有成果的课程之一,考虑了附带知识和实施方法!到目前为止,我已经完成了12门课程。” “出色的,灵活的,足够灵活的材料可以很好地扩散到科莫多。没有重要的基础知识,也没有适当的建议。” “我希望多年前能报名参加您的课程-这样可以节省我们很多时间来优化实验条件。”杰森·埃里克森(Jason Eriksen),2017年1月3日 “有趣和发展分析和创造性思维。讲师认真地带了很多有趣的现实例子。” 2016年2月20日。 “ ...喜欢您的演讲风格,以及您从日常生活中用来举例说明的事例。要使这样的数学课程对如此众多的人开放和理解是非常困难的!” ⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯⎯

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