Learn Programming Language R
This course is designed to provide learners with advanced skills in data manipulation, statistical modeling, data visualization, and machine learning using R. It aims to equip users with practical techniques and strategies that can be applied in real-world data analysis scenarios. Participants will learn to clean and reshape data, implement statistical models, create dynamic visualizations, and leverage machine learning algorithms effectively.
Advanced Data Manipulation in R
Statistical Modeling in R
Data Visualization Techniques
Machine Learning with R
Performance Optimization and Debugging
R for Big Data
Advanced ggplot2 Customization
Advanced ggplot2 customization enables users to create tailored visual representations of their data. This skill is important for effectively communicating insights and making data-driven decisions persuasive and understandable.
Manipulating axes (position scales) for continuous and discrete data in ggplot2 (CC154)
R programming at work: Shiny to make plots into interactive dashboard apps