Our R for data analysts training course is designed for teams looking to replace or augment Excel, SPSS or SAS workflows with R.
It will help you gain a clear understanding of the principles of data analysis and wrangling, and how to use the versatile R programming language for data analysis.
We will cover many different data formats and topics, so you will have the skills necessary to start working in R with most types of data.
This course is aimed at those who want to incorporate R into their data analysis and business intelligence, particularly to replace existing Excel-based workflows. You’ll leave the course confident in using R to empower business decisions and harnessing data to understand and better communicate with your customers
• Basics of the R language
• Advantages of RStudio
• Discovering, installing and using R packages
• Introduction
• Importing data from Excel, .csv, SPSS and SAS files
• Long vs Wide Data
• Data.frames, tibbles and tidy data
• Factors, Dates and other data types
• Introduction
• Summary statistics
• Cross-tabulation and hierarchical group summaries
• Quickly visualise and explore datasets with ggplot2
• Introduction
• Design effective data visualisations
• Create functions to automate repetitive tasks
• Use RMarkdown to create PDF, HTML and MS Word reports
• Introduction
• HTML and CSS basics for web scraping
• Extracting links with rvest
• Automating scraping with functions and parallel programming
• Introduction
• Creating geoscatterplots
• Obtaining shapefiles to create choropleth
• Designing effective choropleth with leaflet
Classroom or Remote
Remote
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CONTACT
+44 (0)20 8446 7555
enquiries@jbinternational.co.uk
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JB International Training Ltd - Company number 08458005
Registered address 1345 High Road, London, N20 9HR
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