Bioperl Courses

R-programming for Biologists !!!
R is a programming language and software environment used for statistical analysis, data modeling, graphical representation and reporting. R is best tool for software programmers, statisticians and data miners who looking forward for to easily manipulate and present data in compelling ways. R has gained wide acceptance as a reliable and powerful modern computational environment for statistical computing and visualisation, and is now used in many areas of scientific computation. One of the main reasons that computational biologists use R is the Bioconductor project , which is a set of packages for R tailored to analyze genomic data comprehensively and efficiently. These packages have, in many cases, been provided by researchers to complement descriptions of algorithms in journal articles. Many computational biologists regard R and Bioconductor as fundamental tools for their research.
R is a modern, functional programming language that allows for rapid development of ideas, together with object-oriented features for rigorous software development. Considering this, we have designed our R-programming course. Participants will be introduced with its applicability to real-time programming problem solving. All our training content is as per industrial requirement and 100% practical exposure which will help candidate to make their better career in the field of programming and bioinformatics.
More than 300+ candidates have taken this course and have successfully build their career in Programming and Bioinformatics Hurry up and register soon...To become expert in R Programming !

R Training Information


R Programming

Period of Training

Offline - 21 Days Training [ 2 Hours Daily [ Monday To Friday ] ]
/ Online - 21 Days Training [ 2 Hours Daily [ Monday To Friday ] ]

Course Fee

For course fee please request you to contact us at

Training Starting Date

Our training is one to one and training can also be started anytime and anydate as per the candidate convenience. ** Weekend Batches are also available as per the request

Training Slots

Our working Time is 9:00 AM to 6:00 PM Indian Time Available slots - 9:00 AM to 11:00 AM / 11:00 AM to 1:00 PM / 2:00 PM to 4:00 PM / 4:00 PM to 6:00 PM

Training Mode

Online(For online training candidate have to install Skype and AnyDesk / ZOOM )(it is same like offline) Offline(For offline training candidate have to come to head office Pune and bring their own laptop).
All our training is one to one and 100% focus with individual candidate which provides 100% learning.

Module - I



  • Introduction to R-programming
  • Features of R
  • Interactive Mode
  • Hello World
  • Data types in R
  • R-objects
    • Vector
    • List
    • Matrix
    • Array
    • data frame
    • Factor
  • Conditional statements
  • ‘while’ loop and usage
  • ‘for’ loop and its usage
  • Multiple scripts integration
  • R functions
  • Inbuild functions and Defining a function
  • File handling
  • Reading, writing and deleting files using R
  • Reading data from txt, xlsx, tsv, csv etc generated in genomic work flow.
  • Data calculation, manipulation and representation (Building custom scripts for genomics)
  • R packages
  • Package installation

Module - II



  • Bioconductor introduction
  • Bioconductor package installation
  • Sequence analysis
    • Basics of seqinr package
    • import and export FASTA sequences
    • reverse complement
    • GC content
  • statistical Analysis
    • z-test
    • t-test
    • Chi-square test
    • ANOVA
  • Generating advanced plots
    • box plot
    • PCA plot
    • PCA biplots
    • heatmap
    • volcano plot


B.Tech. / B.Sc. / M.Tech. / M.Sc. in Biological Science, Computer science, Pharmacy, Agriculture, Biotechnology, Molecular biology, Medicine, clinical research and other relevant Qualification in the life sciences areas are eligible.


All the participants will receive certificates on successful completion of training


ArrayGen, Pune, India


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The workshops and training programs can be held on-site at the client’s location or online one to one.

If you want to conduct a Seminar or Workshop or short-term Training in Bioinformatics, Bio-IT, Next Generation Sequencing, Genomics, etc. at your College/ University/ Conference then feel free to write to us at