In today's job market, leaders need to understand the fundamentals of data to be competitive. An essential procedure to understand business and analytics is hypothesis testing. This short course, designed by Tufts University expert faculty, will teach the fundamentals of hypothesis testing of a population mean and a population proportion, using Excel and Python for calculations. You'll also discover the central limit theorem, which is essential for hypothesis testing. To conclude the course, you will apply your newfound skills by creating a plan for an experiment in your own workplace that uses hypothesis testing.
Hypothesis Testing with Python and Excel
塔夫茨大学课程信息
可灵活调整截止日期
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可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
中级
Some exposure to basic descriptive statistics (mean, median, mode, etc). Comfort working with spreadsheets is also helpful.
完成时间大约为5 小时
英语（English）
字幕：英语（English）
您将学到的内容有
Conducting Hypothesis Tests in Python
Applications of Hypothesis Testing in the Workplace
Conducting Hypothesis Tests in Excel
您将获得的技能
- Python Programming
- Microsoft Excel
- Statistical Hypothesis Testing
可灵活调整截止日期
根据您的日程表重置截止日期。
可分享的证书
完成后获得证书
100% 在线
立即开始，按照自己的计划学习。
中级
Some exposure to basic descriptive statistics (mean, median, mode, etc). Comfort working with spreadsheets is also helpful.
完成时间大约为5 小时
英语（English）
字幕：英语（English）
提供方
塔夫茨大学
Tufts is a leader in American higher education, distinctive for its success as a moderately sized university that excels at research and providing students with a personal experience. Our unique combination of research and liberal arts attracts students, faculty and staff who thrive in our environment of curiosity, creativity and engagement.
授课大纲 - 您将从这门课程中学到什么
完成时间为 5 小时
Hypothesis Testing
Hypothesis testing is an essential procedure in business analytics. In this course, you will learn the fundamentals of hypothesis testing of a population mean and a population proportion. We will also explain the central limit theorem, which is essential for hypothesis testing. We will use Excel and Python for our calculations. At the end of the course, you will apply these skills by creating a plan for an experiment using hypothesis testing at your workplace.
完成时间为 5 小时
5 个视频 （总计 25 分钟）, 6 个阅读材料, 3 个测验
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