R for Data Sciences
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.
The Data Science with R programming training covers data exploration, data visualization, predictive analytics, and descriptive analytics techniques with the R language. You will learn about R packages, how to import and export data in R, data structures in R, various statistical concepts, cluster analysis, and forecasting.
Who should take up this R training course?
- Software Engineers and Data Analysts
- Business Intelligence Professionals
- SAS Developers wanting to learn the open-source technology
- Those aspiring for a career in Data Science
R for Data Sciences Course Key Topics
Introduction to R and RStudio
- Basics of the R language
- Advantages of RStudio
- Discovering, installing and using R packages
Data wrangling and tidyverse basics
- 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
Exploratory Data Analysis
- Summary statistics
- Cross-tabulation and hierarchical group summaries
- Quickly visualise and explore datasets with ggplot2
Business Intelligence
- Introduction
- Design effective data visualisations
- Create functions to automate repetitive tasks
- Use RMarkdown to create PDF, HTML and MS Word reports
Web scraping
- Introduction
- HTML and CSS basics for web scraping
- Extracting links with rvest
- Automating scraping with functions and parallel programming
Maps and Geographic Data
- Introduction
- Creating geoscatterplots
- Obtaining shapefiles to create choropleth
- Designing effective choropleth with leaflet
Course Prerequisite
There are no prerequisites for this Data Science with R certification course. If you are a beginner in Data Science, this is one of the best courses to start with.
Data Scientist Career
Job Interview Questions
- R Job Interview Questions and Answers
- Python Job Interview Questions and Answers
- Data Sciences Job Interview Questions and Answers
- Machine Learning Job Interview Questions
International student Fee : 300 $ | 1,125 SAR | 1,125 AED
Job Interview Preparation (Soft Skills Questions & Answers)
- Tough Open-Ended Job Interview Questions
- What to Wear for Best Job Interview Attire
- Job Interview Question- What are You Passionate About?
- How to Prepare for a Job Promotion Interview
🎥 Your FREE eLEARNING Courses (Click Here)
Internships, Freelance and Full-Time Work opportunities
Flexible Class Options
- Week End Classes For Professionals SAT | SUN
- Corporate Group Trainings Available
- Online Classes – Live Virtual Class (L.V.C), Online Training
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