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.
What you'll learn
understand the fundamentals of hypothesis testing
perform hypothesis testing using Excel
perform hypothesis testing using Python
apply the central limit theorem
create an experimental plan using hypothesis testing
Course objectives
teach students the fundamentals of hypothesis testing
provide practical skills in using Excel and Python for calculations
enable students to apply learned skills in a workplace scenario