EncartaLabs

Data Analysis and Visualization with R

( Duration: 3 Days )

R is reliable and useful for research data analysis for many years. R is widely used for research and industry because it provides various statistical tools for analysis. Tidyverse is a R package that bundles several preprocessed packages that makes data wrangling a lot more easier. Its famous ggplot2 package is most famous for data visualizations and provides aesthetic visualizations that cater to all the data operations.

The Data Analysis and Visualization with R training course will teach data wrangling using R with tidyverse and ggplot2 packages.

By attending Data Analysis and Visualization with R workshop, delegates will:

  • Be able to apply R data analysis and visualization tools to analyse research data
  • prepare and transform data for analysis
  • summarise data with descriptive statistics
  • perform quantitative data analysis
  • perform quantitative data analysis
  • perform data visualizations to interpret data

  • Researchers
  • Data Analysts
  • Business Intelligence Analysts

COURSE AGENDA

1

Data Preparation and Transformation

  • Overview of Research Data Analysis
  • Install R Data Analysis Packages - Tidyverse and ggplot2
  • Import and Export Dataset
  • Filter and Slice Data
  • Clean Data
  • Join Data
  • Transform Data
  • Aggregate Data
  • Pipe Data
2

Data Summary

  • Categorical vs Continuous Data
  • Quantitative vs Qualitative Data
  • Descriptive Statistics of Data
  • Summarize Data
  • Basic Plots and Tables
3

Quantitative Data Analysis

  • Quantitative Data Analysis Overview
  • Correlation Analysis
  • Regression Analysis
  • Hypothesis Testing
  • Analysis of Variances (ANOVA)
4

Qualitative Data Analysis

  • Qualitative Data Analysis Overview
  • Install R Packages for Qualitative Data Analysis
  • Word Cloud Analysis
  • Text Analysis
5

Data Visualization

  • Grammar of Graphics
  • Plots for Quantitative Data
  • Plots for Qualitative Data
  • Customize Visualizations
  • Interpret Findings

Encarta Labs Advantage

  • One Stop Corporate Training Solution Providers for over 4,000 Modules on a variety of subjects
  • All courses are delivered by Industry Veterans
  • Get jumpstarted from newbie to production ready in a matter of few days
  • Trained more than 50,000 Corporate executives across the Globe
  • All our trainings are conducted in workshop mode with more focus on hands-on sessions

View our other course offerings by visiting http://encartalabs.com/course-catalogue-all.php

Contact us for delivering this course as a public/open-house workshop/online training for a group of 10+ candidates.

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