Data Analytics with R Certification Training

Rated 5.00 out of 5 based on 10 customer ratings


Sapphire Global Data Analytics with R Certification Training makes you an expert in using Data Analytics concepts. Enroll now for Data Analytics with R Certification online training and get through the concepts of data, by utilizing the internal memory for storing a working set.

Training Options


  • Live Instructor Online training by Certified & industry expert Trainers
  • 24/7 One Demand Dedicated Server for Hands on Practice.
  • Flexibility to attend the class at your convenient time.
  • Earn a Skill Certificate
  • Professional Resume Preparation end of the trading period. 
  • Plus 45 Days of flexible access e- learning.
Make me an Expert


  • Customized Learning delivery model.
  • Our training practice are perfectly blended with options for effective live instructor lead hands on training.
  • Training need analysis.
  • Our Corporate training services are easy accessibility of LMS ( learning Management System ) online or offline – anytime, anywhere, on any of your devices.
  • 24/7 learner assistance and Support

Course Curriculum

Key features

This course will prepare you to:

  • Explain the architecture of the Data Analytics with R Certfication.
  • Configure and use new functionalities in Data Analytics with R Certfication Concepts.
What is Data Analytics
  • R tools and their uses in Business Analytics
  • Objectives
  • Analytics
  • Where is analytics applied?
  • Responsibilities of a data scientist
  • Problem definition
  • Summarizing data
  • Data collection
About R
  • Difference between R and other analytical languages
  • Different data types in R
  • Built in functions of R: seq(), cbind (), rbind(), merge()
  • Subsetting methods
    • Use of functions like str(), class(), length(), nrow(), ncol(),head(), tail()
Steps involved in data cleaning
  • Problems and solutions for Data cleaning
  • Data inspection
  • Use of functions grepl(), grep(), sub()
  • Use of apply() function
  • Coerce the data
Data Import techniques
  • How R handles data in a variety of formats
  • Importing data from csv files, spreadsheets and text files
  • Import data from other statistical formats like sas7bdat and sps
  • Packages installation used for database import
  • Connect to RDBMS from R using ODBC and basic SQL queries in R
  • Basics of Web Scraping
Exploratory Data analysis
  • Understanding the Exploratory Data Analysis(EDA)
  • Implementation of EDA on various datasets
  • Boxplots
  • Understanding the cor() in R
  • EDA functions like summarize()
  • llist()
  • Multiple packages in R for data analysis
  • Segment plot HC plot in R
Data Visualization in R
  • Understanding on Data Visualization
  • Graphical functions present in R
  • Plot various graphs like tableplot
  • Histogram
  • Box Plot
  • Customizing Graphical Parameters to improvise the plots
  • Understanding GUIs like Deducer and R Commander
  • Introduction to Spatial Analysis
Data Mining: Clustering Techniques
  • Introduction to Data Mining
  • Understanding Machine Learning
  • Supervised and Unsupervised Machine Learning Algorithms
  • K-means Clustering
Data Mining: Association Rule Mining and Sentiment Analysis
  • Association Rule Mining
  • Sentiment Analysis
Linear and Logistic Regression
  • Linear Regression
  • Logistic Regression
  • Anova
Predictive Analysis
  • Predictive Analysis
More on Data Mining
  • Decision Trees
  • Algorithm for creating Decision Trees
  • Greedy Approach: Entropy and Information Gain
  • Creating a Perfect Decision Tree
  • Classification Rules for Decision Trees
  • Concepts of Random Forest
  • Working of Random Forest
  • Features of Random Forest
Practice Test and Interview Questions

Practice Test and Interview Questions

Course Advisor

Course Advisor

R. Sreenatha Reddy

SAP FICO / FSCM / TRM / FM / S4HANA Functional Consultant

Professional Experience:

15+ years of Industry experience as Accountant, Consultant, Module Lead, worked on various IT Organizations like IBM/TCS/ITC infotech/SAP Labs across the globe.

Specialized in SAP

  • SAP FICO – Financial Accounting.
  • SAP FSCM – Accounts Receivable
  • SAP TRM – Treasury Management
  • SAP BCS – Budget Control System
  • SAP EC CS – Enterprise Controlling Consolidation System
  • BOBJE – Dashboard Enhancement for MIS

10 reviews for Data Analytics with R Certification Training

  1. Rated 5 out of 5


    My course instructor, excellent teaching and motivational skills. And he primarily focusses on hands-on experience, which is the best part.

  2. Rated 5 out of 5


    The complete course was a great learning experience for me and all credits go to Sapphire and it’s trainers. The trainer was highly knowledgeable and has covered all the topics. I am sure this course will help me to achieve our desired goal in my career.

  3. Rated 5 out of 5


    The training was a great experience. Sapphire helps to make your concepts clear. Learning with hands on activities really helped me. The trainer was approachable and he ensured all the participants are at the same level of understanding.

  4. Rated 5 out of 5


    Sapphire is highly recommended for any online classes. Their course covers the whole syllabus. The customer care was supportive. Thank you Sapphire.

  5. Rated 5 out of 5


    The courseware is very well organized with a clearly thought out learning progression

  6. Rated 5 out of 5


    To keep me updated with the new technologies and developments in IT world I joined theData Analytics with R Certification from Sapphire The course helped me to enhance my career.

  7. Rated 5 out of 5


    The trainer was really helpful and was always willing to share the knowledge with the wider audience. I highly recommend Sapphire.

  8. Rated 5 out of 5


    Valuable and concepts were clearly explained. Trainer’s understanding of concepts was good.

  9. Rated 5 out of 5


    The course was very engaging and interesting. Though the whole concept was very new to me, I was able to follow it very easily. Overall the training was a great experience. Thank you Sapphire!

  10. Rated 5 out of 5


    I have enrolled in Data Analytics with R Certification from Sapphire I like the teaching way of the trainers. He was very helpful and knowledgeable. Overall I am very happy with Sapphire. Their cloud labs are also very user-friendly. I would highly recommend my friends to take a course from here and up skill themselves.

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