Intro to Inferential Statistics

Online Course

Intro to Inferential Statistics

What is the course about?

Intro to Inferential Statistics
The course Intro to Inferential Statistics is an online class provided by Udacity. The skill level of the course is Beginner. It may be possible to receive a verified certification or use the course to prepare for a degree.

Inferential statistics allows us to draw conclusions from data that might not be immediately obvious. This course focuses on enhancing your ability to develop hypotheses and use common tests such as t-tests, ANOVA tests, and regression to validate your claims.

Course description
  • Intro to Inferential Statistics
  • 2 months
  • Making Predictions from Data
  • Estimation
  • Hypothesis Testing
  • t-tests
  • Correlation
  • Regression
  • Chi-squared Tests
  • Estimate population parameters from sample statistics using confidence intervals.
  • Estimate the effect of a treatment.
  • How to determine if a treatment has changed the value of a population parameter.
  • How to test the effect of a treatment.
  • Compare the difference in means for two groups when there are small sample sizes.
  • Learn how to test whether or not there are differences between three or more groups.
  • Learn how to describe and test the strength of a relationship between two variables.
  • How changes in one variable are related to changes in a second variable.
  • Learn how to compare and test frequencies for categorical data.
  • This course assumes basic understanding of Descriptive Statistics, specifically the following:
  • If you need a refresher, check out our Descriptive Statistics course! The course also utilizes Google Spreadsheets as a tool.
  • See the Technology Requirements for using Udacity.
  • This course will guide you through some of the basic tools of inferential statistics. This course will cover:

Prerequisites & Facts

Intro to Inferential Statistics

Course Topic

Digital Marketing

University, College, Institution


Course Skill Level


Course Language


Place of class

Online, self-paced (see curriculum for more information)



Degree & Cost

Intro to Inferential Statistics

To obtain a verified certificate from Udacity you have to finish this course or the latest version of it, if there is a new edition. The class may be free of charge, but there could be some cost to receive a verified certificate or to access the learning materials. The specifics of the course may have been changed, please consult the provider to get the latest quotes and news.
Intro to Inferential Statistics
provided by Udacity


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School: Udacity
Topic: Digital Marketing