YoVDO

Visualization for Statistical Analysis

Offered By: Coursera Project Network via Coursera

Tags

Data Visualization Courses Data Analysis Courses Regression Analysis Courses Statistical Analysis Courses Histograms Courses Scatter Plots Courses Violin Plots Courses Bar Plots Courses

Course Description

Overview

In this project you will learn about several visualization techniques and their importance for Statistical Analysis. The project demonstrates different plotting techniques, for example, histograms, scatter plots, box and whiskers plot, violin plot, bar plot, addition of regression line to scatter plot, and creating matrix of multiple plots. It also discusses the suitability of each plots according to the data type of the variables and illustrates multiple ways to achieve the desired plots efficiently. The project refers to 'Palmer Penguins' data set for the illustrative purpose.

Syllabus

  • Project Overview
    • In this project, you will learn about several visualization techniques and their importance for Statistical Analysis. The project demonstrates different plotting techniques, for example, histograms, scatter plots, box and whiskers plot, violin plot, bar plot, addition of regression line to scatter plot, and creating matrix of multiple plots. It also discusses the suitability of each plots according to the data type of the variables and illustrates multiple ways to achieve the desired plots efficiently. The project refers to 'Palmer Penguins' data set for the illustrative purpose.

Taught by

Barsha Saha

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