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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

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