Visualisations using ggplot2 - A Tutorial

In this video tutorial we'll look at data visualization using the ggplot2 package in R.
The ggplot2 package is one of the most popular packages in data science. This is part of the Exploratory Data Analysis unit in Digita Schools post graduate diploma in data Science https://www.digitaschools.com/course/data-science-online-masters/

It carries 120 UK credits and 60 European credits giving you fast track access to final module of a Masters degree programme at UK and European universities either online or on campus.

We'll study how to construct various bar charts and graphs using ggplot2.
and how to plot regression lines and trend lines in R.

Try our free course
https://learners.digitaschools.com/
Links to other our youtube videos
Importing and Exporting Data in R - A tutorial
https://www.youtube.com/watch?v=XlNHti65KiM&ab_channel=DigitaSchools

Introduction to Descriptive Statistics - A tutorial
https://www.youtube.com/watch?v=zcUk-G6ZR84&ab_channel=DigitaSchools

Introduction to Pandas Data Structures in Python - A tutorial
https://www.youtube.com/watch?v=RHUuP3Y2hgM&ab_channel=DigitaSchools

Introduction to Predictive Modeling - A Tutorial
https://www.youtube.com/watch?v=3xcDqyNdkTo&ab_channel=DigitaSchools

Visualisations using ggplot2 - A Tutorial
https://www.youtube.com/watch?v=XSgv_b-cqa0&ab_channel=DigitaSchools

if Else Statements in R - A Tutorial
https://www.youtube.com/watch?v=PnO8lvfmvkI&ab_channel=DigitaSchools

Basics of Visualisation in Python - A Tutorial
https://www.youtube.com/watch?v=y-Q872bA9iI&ab_channel=DigitaSchools


Data Types in R - A Tutorial
https://www.youtube.com/watch?v=Sk2fihoO-6Q&ab_channel=DigitaSchools

This diploma covers all the skill and knowledge areas needed to be a data scientist including some of the following modules.

Exploratory data analysis
https://digitaschools.com/install-packages-in-r-a-tutorial/
https://digitaschools.com/loops-in-r-a-tutorial/
https://digitaschools.com/data-types-in-r-tutorial/
https://digitaschools.com/descriptive-statistics-in-r-introduction/
https://digitaschools.com/ggplot2/
https://digitaschools.com/read-csv-in-r-importing-data/
https://digitaschools.com/pandas-series-pandas-dataframe/
https://digitaschools.com/joins-in-python/
https://digitaschools.com/data-visualization-in-python/
https://digitaschools.com/box-plots-in-python-advanced-charts/
https://digitaschools.com/scatter-plot-python/


Statistical Inference
https://digitaschools.com/what-is-statistical-inference/
https://digitaschools.com/t-distribution-kolmogrov-smirnov-shapiro-wilk-parametric-tests

Predictive Modelling
https://digitaschools.com/binary-logistic-regression-in-python/
https://digitaschools.com/binary-logistic-regression-in-r/
https://digitaschools.com/binary-logistic-regression-in-python/
https://digitaschools.com/predictive-analytics-introduction/
https://digitaschools.com/multiple-linear-regression-in-r-tutorial/



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