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
Tidyverse Advanced Techniques
Understanding advanced techniques in the Tidyverse is essential for efficient data manipulation and visualization in R. This knowledge allows users to handle complex datasets and perform sophisticated data analyses with ease.
Tidyverse in R - tips & tricks
Advanced R: Q&A with Hadley Wickham (advr06 16)
A deep-dive into data-wrangling in R (tidyverse)