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
Linear Models and Beyond
Linear models form the foundation of many statistical analyses. By learning about linear regression and its applications, users gain essential skills to understand relationships between variables and make predictions based on data.
Linear regression using R programming
Linear Regression, Clearly Explained!!!
Multivariable Linear Regression in R: Everything You Need to Know!