Beginner-To-Mastery over Data Visualization Using R (2024)

Gain Highly In-demand Basic and Advanced Data Visualization Skills using R-Programming, guided by top industry expert

Created by: Dr. Nirbhay Mathur
AI & ML Instructor at Udemy

What Will I Learn?

• Master the basics of R Programming like creation and manipulation of logical and operational variables and vectors in R
• Gain proficiency in Decision Making Functions such as if-else statements, while loops, do-while loops, and for loops for effective control flow in programming
• Learn to construct Handling Matrices & Lists, utilize colnames() and rownames() functions
• Explore various data types and work with data frames for structured data management
• Learn Importing & Exporting Data such as reading CSV files, importing Excel spreadsheets, and performing data indexing, selection, and web scraping
• Utilize dplyr functions to select, filter, arrange, rename parameters, mutate datasets, and summarize data efficiently using %>% pipe operations
• Gain insights into the components and structure and anatomy of plots
• Use ggplot2 to create advanced visualizations for continuous data, including multiple datasets on one plot, error bars, density plots, and surface plotting
• Create effective visualizations for discrete data types such as bar plots and mosaic plots, enhancing data exploration and presentation
• Dive into advanced ggplot2 functionalities and techniques
• Learn specialized techniques like plotting histograms with continuous and categorical variables, time series heat maps and dendrogram plots
• Introduction to clustering techniques like K-means clustering for machine learning applications
• Apply acquired skills and knowledge to a comprehensive capstone project, demonstrating proficiency and readiness for practical application
• Practice alongside quizzes, exercises, and solution videos to reinforce learning

Requirements

• No prior experience is required. We will start from the very basics

Target audience

• Beginners with No Prior R Programming Language Experience: We'll guide you step-by-step through R basics and data visualization concepts
• Data Enthusiasts: Enhance your ability to analyze and interpret data through visual storytelling
• Analysts Seeking to Level Up: Take your data visualization skills to the next level with advanced techniques and R packages
• Business Analysts: Learn how to effectively communicate data insights to stakeholders using data visualizations
• Marketing Professionals: Gain the skills to create data-driven marketing campaigns and presentations
• Data Scientists: Expand your data science toolkit with data visualization capabilities
• Students pursuing Data Analytics or Statistics programs: Build a strong foundation in data visualization using R
• Anyone eager to communicate data insights effectively: Learn how to transform raw data into clear and impactful visuals