Data Analysis with R Programming
Data analysts translate numbers into plain English. Every business collects data, whether it’s sales figures, market research, logistics, or transportation costs. A data analyst’s job is to take that data and use it to help companies make better business decisions. Some of the skills we would walk you through in this course are basic introduction to R, working with visualization in R, advance data management, regression and many others.
Introduction to R
Creating a dataset
Getting started with graphs
Basic data management
Advanced data management
Basic graphs
Basic statistics
Regression
Analysis of variance
Power analysis
Intermediate graphs
Resampling statistics and bootstrapping
Generalized linear models
Principal components and factor analysis
Advanced methods for missing data
Advanced graphics