Introduction to Data Science at the Middletown Bike Rally
The class analyzes the database using a variety of data science tools to evaluate how much diversity in rider performance is explained by grit, genes, and privilege, as well as to predict rider succes…
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2 hours of content
What you'll learn
- How correlation between variables is calculated and interpreted.
- How simple and numerous regression equations are calculated and analyzed.
- How and why numerous trials with a random variable are regularly distributed.
- How to generate probability distributions for random variables using regression equations.
- How probability distributions are used to forecast the outcomes of random variables.
Uses a bike rally dataset to teach correlation, simple and multiple regression, normal distributions, and probability distributions for predicting random variables. Learners can calculate and interpret regression equations, generate probability distributions, and forecast outcomes from data.
Who this course is for
For learners who want an applied introduction to data science and regression using real-world data.
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#regression-analysis
#probability
#statistics
#correlation
#prediction