Project Description


Detailed Course Content

What is R Tool Programming Language?
R is an open source programming language and software environment for statistical computing and graphics that is supported by the R Foundation for Statistical Computing.[6] The R language is widely used among statisticians and data miners for developing statistical software and data analysis.  Polls, surveys of data miners, and studies of scholarly literature databases show that R’s popularity has increased substantially in recent years

R is an interpreted language; users typically access it through a command-line interpreter.

Indexing a data structure(dataset)

  • Getting a subset of a data structure
  • Making a vector filled with values
  • Information about variables
  • Working with NULL, NA, and NaN
  • Generating random numbers
  • Generating repeatable sequences of random numbers
  • Saving the state of the random number
  • Saving the state of the random number
  • Rounding numbers
  • Comparing floating point numbers

Data Input and output

  • Loading data from a file
  • Loading and storing data with the keyboard
  • Running a script
  • Writing data to a file
  • Writing text and output from analyses to a file

Data manipulation

  • Sorting
  • Randomizing order
  • Converting between vector types
  • Finding and removing duplicate records
  • Comparing vectors or factors with NA
  • Recoding data
  • Mapping vector values
  • Renaming levels of a factor
  • Re-computing the levels of factor
  • Changing the order of levels of a factor
  • Renaming columns in a data frame
  • Adding and removing columns from a data
  • Reordering the columns in a data frame
  • Merging data frames
  • Comparing data frames
  • Re-computing the levels of all factor
  • Converting data between wide and long
  • Summarizing data
  • Converting between data frames and
  • Calculating a moving average
  • Averaging a sequence in blocks
  • Finding sequences of identical values
  • Filling in NAs with last non-NA values

Basic statistics

  • Summarizing data
  • Descriptive statistics
  • Frequencies

Advance statistics

  • t-test
  • Frequency tests
  • Logistic regression
  • Survival analysis
  • Robust and time series models
  • Regression and correlation
  • Multiple regression
  • Homogeneity of variance
  • Inter-rater reliability
  • Power Analysis
  • Nonparametric Statistics


  • Bar Plots
  • Line Charts
  • Boxplots
  • Scatterplots
  • Density Plots
  • Dot Plots

Advanced graphs

  • ggplot2 full package


Role : Data Science Solution lead
Experience : 15+ Yrs of IT Experience across MNC Companies
Technologies : Data Science, SAS, R , Python, Machine Learning, Advanced Analytics, Bigdata..etc.
About Trainer :

Data scientist solution lead with a demonstrated history in leading development of data science solutions and nearly 15 years of experience in Solution Architecture, Business Analysis, Data Analysis, Software Design, Analysis & Development. Skilled in Machine Learning statistical data analysis, predictive modeling, neural networks and text mining. Plays key role in Analytics team to help the business in improving customer satisfaction and reduce operation costs through data driven techniques.

Certifications : SAS Certified Data Scientist
Certified R Programmer from Advancer

Trainings and Batches

Mode of Training

Numaware provides the following list of trainings according to Trainee or Colleges or Organization preference

  • Classroom Training
  • Online Training
  • Corporate Training
  • Campus Training
  • University Training
  • Virtual Instructor-Led Training
  • Instructor-led Live Classroom Training

Batches Available

We are Flexible with following list of batches as per the student requirements and availability.

  • Regular Batch
  • Weekend Batch
  • Weekday Batch
  • Fast-Track Batch
  • One to One Batch
  • Customized Batch

Flexible Timings

Numaware providing Flexible timings to schedule the Batches according to student-preferred timings at either Morning or Evening

  • Morning : 6.00 AM to 12.00PM
  • Evening : 3.00 PM to 10.00PM

Affordable Fees

We Charge very nominal, least and best price for all trainings when compared to Market or any other institutes with good quality standards and no compromise on commitment of providing Quality of Training.

Digital and Flexible Payment Options are available with Numaware Technologies Pvt. Ltd

  • Cash with Invoice
  • Credit-Card Pay
  • Debit-Card Pay
  • Any Digital-Pay
  • Account Transfer
  • Pay-Tm Transfer

Note: Fee will be finalized after demo session as per the Trainer suggestions and Student requirement.

Numaware Benefits

Numaware Technologies Pvt. Ltd is one of the best training institutes in Bangalore, offering Job demanding IT courses, Niche skills for working professionals, fresher’s, and students to ensure a successful future. We offer 100% placement support, cost-effective courses, real-time project experience, resume support, interview support and more. Our courses will equip you to get jobs in top MNCs and launch a successful career.

TRAINING BENEFITS in Numaware Technologies :

  • Training with IT Industry experts and Certified professional s working in MNC Companies.
  • Importance given to both theory and practice
  • Hands-on experience in real-time projects
  • Assistance in all stages of getting a job
  • Proven track record
  • Limited students in a batch
  • Flexible timings
  • Certification support

STUDENT BENEFITS in Numaware Technologies:

  • Post-training and on-job support
  • Backup classes for missed sessions
  • Remote lab facility, Wi-Fi access and LED TV projection
  • Mock exams and interviews for real-life simulation experience
  • Affordable fees with 2 easy installments

PLACEMENT BENEFITS in Numaware Technologies:

  • Our recruitment team will send you for interviews till you get placed
  • Frequently asked interview Q & A will be shared
  • Resume build support from industry professionals
  • We train you with real cases studies for interviews
  • Emphasis on practical knowledge in everything

Job Demanding Courses

Numaware Trainings is a Platform for Learning Technologies

Learn what really matters

Just work hard and focus on your job… because luck truly favors the prepared!!
All the best for your career

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