Intro to Inferential Statistics

Free Course
8 weeks duration

Intro to Inferential Statistics will teach you how to test your hypotheses and begin to make predictions based on statistical results drawn from data!

In the course Intro to Inferential Statistics on Udacity, you will learn various techniques to estimate population parameters using confidence intervals, as well as how to estimate the effect of a treatment. You will also gain knowledge on hypothesis testing to determine if a treatment has changed the value of a population parameter. The course covers t-tests to test the effect of a treatment and compare the difference in means for two groups with small sample sizes. Additionally, you will learn about ANOVA to test for differences between three or more groups, correlation to describe and test the strength of a relationship between two variables, regression to understand the relationship between changes in variables, and chi-squared tests to compare and test frequencies for categorical data.

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Udacity is an online learning platform that offers a wide range of courses and programs in various fields such as technology, business, data science, and artificial intelligence. It was founded in 2012 by Sebastian Thrun, David Stavens, and Mike Sokolsky with the aim of providing accessible and affordable education to individuals worldwide. Udacity's courses are designed in collaboration with industry experts and leading companies, ensuring that the content is relevant and up-to-date. The platform offers both self-paced courses and guided programs, allowing learners to choose the learning style that suits them best. Udacity also provides career services and support, including resume reviews, interview preparation, and job placement assistance, to help learners transition into their desired careers.
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