course
Analyzing Survey Data in Python
Intermediate
Updated 12/2024Start course for free
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PythonProbability & Statistics4 hours14 videos46 exercises3,700 XPStatement of Accomplishment
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Course Description
Learn How to Use Python on Survey Data
Whether it is a company looking to understand its employees’ work preferences or a marketing campaign wanting to know how to best cater to its dominant audience, survey data is one of the best tools used to better understand a population and how to proceed on a matter. Here, you’ll learn the purpose of analyzing survey data and when it is appropriate to apply statistical tools that are descriptive and inferential in nature.
Get Familiar with Key Statistical Survey Analysis Tools
Building on topics covered in Hypothesis Testing in Python, this hands-on course allows you to become familiar with using Python to analyze all sorts of survey data.
You will learn to apply various sampling methods, ensuring that you accurately represent the population in a study and can infer their effects on the conclusion from your analysis.
As you visualize your survey results, you’ll also qualitatively interpret the variables and results associated with modeling tests such as linear regression, the two-sample t-test, and the chi-square test, as it pertains to the type of survey you’re analyzing.
Prerequisites
Hypothesis Testing in Python1
Why Analyze Survey Data & When to Apply Statistical Tools
2
Sampling and Weighting
3
Descriptive & Inferential Statistics
4
Statistical Modeling
Analyzing Survey Data in Python
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