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
Time Series Analysis
Time series analysis is vital for forecasting and understanding trends over time. Learning these techniques allows users to make informed decisions based on temporal data, which is applicable in various fields such as finance and economics.
Introduction To Time Series In R
Time Series Analysis-ARIMA Model using R software : A step by step approach
Time Series Forecasting Example in RStudio