Boxplots are the most compact way to visually represent descriptive statistics about a variable. Learn how to make them in this course.

Boxplots are the most compact way to visually represent descriptive statistics about a variable. Learn how to make them in this course.

This Free Online Course Includes: 1.5-3 Hours of Learning CPD Accreditation Final Assessment

Learn how to work with bins and breaks to describe the distribution of a dataset.

Learn how to work with bins and breaks to describe the distribution of a dataset.

Get started with the most popular summary statistics: mean, median, and mode.

Get started with the most popular summary statistics: mean, median, and mode.

Sometimes data needs to be described in terms of distributions, quartiles, quintiles, and IQR let you do just that.

Sometimes data needs to be described in terms of distributions, quartiles, quintiles, and IQR let you do just that.

Learn how to calculate, interpret, and report the variance and standard deviation

Learn how to calculate, interpret, and report the variance and standard deviation

AI’s popularity has resulted in numerous well-publicized cases of bias, injustice, and discrimination. Often these harms occur in machine learning projects that have the best of goals, developed by data scientists with good intentions. This course, the second in the data science ethics program for both practitioners and managers, provides guidance and practical tools to build better models and avoid these problems.