Going from Beginner to Advanced in ggplot2

Learn to create complex data visualizations in ggplot2 from scratch

4.90 (47 reviews)
Udemy
platform
English
language
Data & Analytics
category
Going from Beginner to Advanced in ggplot2
293
students
12 hours
content
Mar 2022
last update
$69.99
regular price

What you will learn

Explain what aesthetic mappings are

Explain the inheritance of aesthetic mappings

Create any plot in ggplot2 on your own

Solve common problems in creating plots in ggplot2

Dodge bar charts and be able to explain how it can be done

Explain the aesthetics of geom_point

Order bar charts

Use scales to adjust the mapping between aesthetics and variables

Use facets to create multiple plots at once

Use summary statistics to do calculations on your data on they fly with ggplot2 (e.g. error bars, means, confidence intervals)

Make your plot look beautiful with custom themes

Use annotations to spice up your plots

Add mathematical notations to your plot

Combine multiple plots with patchwork

Adding significance bars to barplots

Adding regression lines to scatterplots

Export plots to high quality

Use various apps from ggplot2tor to work with scales, theme and aesthetics in ggplot2

Why take this course?

--- **Course Headline:** πŸ“Š **Going from Beginner to Advanced in ggplot2: Master Data Visualization with Confidence!** **Course Description:** Hello, data enthusiasts! 🌍 If you're eager to dive into the world of data visualization and master the powerful ggplot2 package in R, then you've landed on the right course. My goal with this comprehensive curriculum is to help you **learn ggplot2 from the ground up**. πŸ“ˆ **Why This Course?** Creating complex and beautiful data visualizations can be a daunting task for beginners. ggplot2 boasts an extensive array of functions, concepts, and techniques that seem overwhelming at first glance. While there are numerous resources online, they can often be fragmented and lack the cohesive, foundational teaching necessary to truly become an independent specialist in ggplot2. That's where this course comes in, offering a structured learning path that will take you from a beginner to an advanced user of ggplot2. **What You'll Learn:** - **The Fundamentals**: Understand the core concepts like data types, geometric objects, aesthetics, and mappings. - **Hands-On Learning**: Engage with more than 12 hours of video content that will guide you through each concept step by step. - **Exclusive Materials**: Access 8 unique cheat sheets that cover the essential aspects of ggplot2, three educational web apps for tackling common issues, and a repository filled with R code from the course. - **Practical Skills**: Learn to avoid common pitfalls and develop a solid understanding of scales, faceting, summary statistics, and customizing themes. - **Real-World Application**: Create four best practice visualizations that encapsulate all the fundamental concepts taught in this course. **Course Breakdown:** 1. **Aesthetic Mappings**: Discover the heart of ggplot2 by mastering how to map data to aesthetics within your plots. 2. **Basic Plots**: Learn to create and interpret the most fundamental types of plots. 3. **Common Pitfalls**: Identify and overcome obstacles that beginners often face while using ggplot2. 4. **Customization with Scales**: Dive into the world of scales to refine your visualizations. 5. **Advanced Faceting**: Explore how to combine multiple plots for a comprehensive data view. 6. **Calculating Summary Statistics**: Learn to include crucial summary statistics in your visualizations. 7. **Theme Customization**: Personalize the appearance of your plots with custom themes. 8. **Tips and Tricks**: Uncover the hidden features and techniques that will set you apart as a ggplot2 user. **Why This Course Stands Out:** I am confident in saying that the material and approach used in this course are unparalleled. With exclusive resources and a focus on practical application, you'll not only understand ggplot2 but also be able to apply your newfound skills effectively. Plus, we're covering the latest version of ggplot2 (3.3.4) to ensure you're learning the most up-to-date practices. **Join me on this journey**, and by the end of this course, you'll have a solid grasp of ggplot2 that will propel your data visualization skills to new heights. πŸŽ“ Disclaimer: We will cover version 3.3.4 of ggplot2, which may include some features introduced in more recent versions as they are backward compatible. However, always ensure to check the latest documentation for the most current practices. ---

Screenshots

Going from Beginner to Advanced in ggplot2 - Screenshot_01Going from Beginner to Advanced in ggplot2 - Screenshot_02Going from Beginner to Advanced in ggplot2 - Screenshot_03Going from Beginner to Advanced in ggplot2 - Screenshot_04

Reviews

Josef
January 8, 2024
Ich habe schon mehr als 20 Seminare bei Udemy abgeschlossen, nicht alle waren wirklich gut. Aber dieses Seminar ist mit Abstand das beste! Herzliche Gratulation!
Daniel
January 2, 2024
Very great course! We can slowly practise a new knowledge in exercises and see our progress chapter by chapter. Author made great cheetsheets and a website on which we can easily understand how to make a plot without using a documentation or searching in Google. I will definitely use this website when using ggplot2 because it makes it 10x easier!! Thank you :)
Eman
September 25, 2023
This Course is excellent and unique in its message regarding ggplot2. I Highly recommend it. the resources also very valuable and the interactive website that explain simply ggplot2 arguments, functions and usage is extremely useful. Thank you indeed
Umar
September 8, 2023
This course packs a lot of information but all of it is given in bite-size chunks so you don't feel overwhelmed. I'd recommend this course for anyone who has some experience using ggplot and wishes to learn how to create amazing visualisations that can be sent to Journals or for use in presentations. The best part of the course are the resources that help you find the arguments to use for your plots. Give it a shot. You won't regret the investment.
Evaldo
February 28, 2023
The course is excelent, unlike anything I've ever done. Classes are an example of organization. Just one detail -- the font size of the codes is small to view -- but it doesn't take away from the extreme quality of the course .
Leander
November 30, 2022
Excellent course to learn data visualization with the ggplot2 package from scratch! This helped me understand the package a lot!
Keegan
November 27, 2022
This course has exceeded my expectations. Honestly the best resource for learning ggplot2 that I've come across so far. A+

Related Topics

4305889
udemy ID
9/18/2021
course created date
3/29/2024
course indexed date
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course submited by