R Training | R Programming Language For Beginners | R Programming Training | Edureka
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The document outlines a training program on data analytics using R, highlighting the importance of analytics in various domains such as banking, insurance, and healthcare. It covers topics such as the definition of business analytics, reasons for using R, and its significance as an open-source statistical analysis software. Additionally, the document lists organizations that utilize R for data analysis and provides installation instructions for R and RStudio.
R Training | R Programming Language For Beginners | R Programming Training | Edureka
- 1. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING What is Hadoop?
- 2. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Agenda ➢ Why do we need Analytics ? ➢ What is Business Analytics ? ➢ Why R ? ➢ Who uses R? ➢ Variables in R ➢ Data Operator ➢ Data Types
- 3. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Why do we need Analytics?
- 4. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Why do we need Analytics? ➢ Below are some of the domains and the problems they face : ➢ Large amount of customer data is generated everyday ➢ While dealing with millions of customers on regular basis, it becomes hard to track their mortgages. ➢ Insurance domain extensively depends on forecasting. ➢ By understanding the risk involved based on credit report, it becomes easier to decide which policy to accept or reject. ➢ Every year millions are admitted in hospital. ➢ Billions are spent annually just in the admission process. Banking Insurance Healthcare
- 5. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Why do we need Analytics? ➢ Below are the solution for the problems faced by different domains : Banking Insurance Healthcare ➢ R builds a custom model that maintains the loans provided to every individual customer which helps us to decide the amount to be paid by the customer over time. ➢ By using the continuous credit report as input, we can create a model in R that will not only assess risk appetite but also make a predictive forecast as well. ➢ Given the patient history and medical history, a predictive model can be built to identify who is at risk for hospitalization and to what extent the medical equipment be scaled
- 6. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Why do we need Analytics? ➢ Data analytics helps organizations harness their data and use it to identify new opportunities.
- 7. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING What is Business Analytics?
- 8. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING What is Business Analytics? ➢ Data analytics examines large and different types of data to uncover hidden patterns, correlations and other insights. Data Analytics Decisions
- 9. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING What is Business Analytics? ➢ Below are some of the domains where data analytics can be used: Business Analytics Statistical Analysis Data Exploration Predictive Models Data Visualization Data Mining
- 10. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Why R?
- 11. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING ➢ Data Scientists, Statisticians, Analysts, Quants, and others who need to make sense of data use R for statistical analysis, data visualization, and predictive modelling. R is a Data Analysis Software Why is R : Data Analysis Software
- 12. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING ➢ You do data analysis in R by writing scripts and functions in the R programming language. R is Programming LanguageR is a Programming Language Why is R : Programming Language
- 13. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING R is a Environment for Statistical Analysis ➢ Available in the R language are functions for virtually every data manipulation, statistical model, or chart that the data analyst could ever need. Why R : Environment for Statistical Analysis
- 14. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING ➢ Not only does this mean that you can download and use R for free, but the source code is also open for inspection and modification to anyone who wants to see how the methods and algorithms work under the covers. R is Open-source Software Project Why R : Open-source
- 15. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Who uses R?
- 16. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Who uses R ? ➢ Below are some of the domains where R is used:
- 17. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Who Uses R? The Consumer Financial Protection Bureau uses R for data analysis C O M P A N I E S U S I N G R Statisticians at John Deere use R for time series modeling and geospatial analysis in a reliable and reproducible way. R is part of technology stack behind Foursquare’s famed recommendation engine Bank of America uses R for reporting ANZ, the fourth largest bank in Australia, using R for credit risk analysis Google uses R to predict Economic Activity Mozilla, the foundation responsible for the Firefox web browser, uses R to visualize Web activity
- 18. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Installation Steps
- 19. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING R Installation Go to https://cran.r- project.org 1 Download and install R 3.3.3 on your system 2
- 20. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING C/C++ RStudio IDE Installation Go to https://www.rstudio.com/ 1 Download and install Rstudio on your system 2
- 21. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Summary
- 22. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING Session In A Minute Why do we need Analytics? What is Data Analysis? Why R? Who uses R? Data Operators in R Data Types in R
- 23. https://www.edureka.co/r-for-analyticsEDUREKA DATA ANALYTICS WITH R CERTIFICATION TRAINING That’s all folks!