Stats for Developers


Introduction to Statistical Analysis

In this section we'll walk through a high level overview of the course, including examining the goal of statistical analysis and reviewing the full list of concepts and case studies that will be covered in the course.

Probability

In this section you'll learn the basics of probability and examine multiple case studies to help reinforce the topic.

Hypothesis Testing

This section of the course walks through how hypothesis testing can be utilized to gauge a statistical result.

Distribution

In this section on distribution, you'll learn how to analyze multiple forms of statistical distribution, along with visualizing the results.

Bayesian Logic

In this section on bayesian logic, we'll examine the mathematical principles associated with leveraging bayesian inference to enable historical data to predict future behavior.

Regression

In this section of the course we'll analyze how to utilize independent and dependent variables in order to analyze data trends.

Key Terms in Statistical Analysis

This appendix contains guides that summarize key terms in the field of statistical analysis.

Stats for Developers: Course Project

This section describes the course capstone project for the stats for developer's program.

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