Understand key principles of R programming. Join today to learn from an R programming expert.
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Corporate Served- R programming is an open-source language commonly used in the field of statistics and graphics. It is used in almost every field such as Finance, Bio Science, Supply chain, Sports, Banks, Retail, Marketing, and Manufacturing. After completing out R programming online training you can get out job in the worlds leading companies like Google, Bing, Facebook, Uber, Twitter, and Ford. Currently, the R programming online training in India language is considered the most sought-after data analytics skill. Our R programming online training in India at Croma Campus aims at offering its learners comprehensive training that will make them proficient in the R language.
- Our R programming online training in India course helps you learn all the basics including factors, lists, and data frames. Since R is a simple, highly extensible, and easy programming language, it is preferred by almost every individual and organization. According to a survey in 2012 by Oracle, it was estimated that there were over 2 million R users worldwide and every year the number of R users grows by 40%.
- R programming online training in India helps out in making environment for statistical computing and also a substitute for an expensive commercial statistics software for analytics. R Programming online training is created by statisticians to ease their workload. A code written in R is easily feasible and therefore if there is any minor change required in the programming, it can be easily being rectified with a minor change to code within very little time. Undeniably, due to Rs malleability, it can be used for a variety of purposes like cleaning the data, forecasting, creating mind-blowing visualizations, interactive plots, and a lot more.
R Programming Online Training
- Get competent in the basics of data analysis by utilizing common data structures such as vectors, matrices, and data frames.
Learn to clean, analyze, and visualize data.
Procure enough skill to navigate the entire data science pipeline from data acquisition to publication.
Learn to manage data science projects, using GitHub.
The R programming online training in India ensures you master all the R basics to advance programming in R.
Learn to use regression models to perform regression analysis, least squares, and inference.
The R programming online training in India is developed to offer its learners hybrid learning guided practice & Weekly Practice quiz questions on the app along with the classroom/online sessions.
- R is one of the hottest trends and fastest-growing programming languages at present. It has been successful since its inception i.e. over 25 years and is still a buzzword in the market. This proves that a career in R programming can be a rewarding one. Once you complete the R programming online placement course, you will experience immense growth in your skill and will be able to use those skills in building applications on data statistics. That will further help you to win a job as a data analyst.
- As per a report by Glassdoor, Data Science is ranked number one as the best job in America, 3years in a row, and a salary of $110000 and 4,524 job openings. The demand is steadily increasing making it the most secured employment option. Some job titles that require knowledge of data science are a Data Scientist, Analytics Manager, Database Administrator, Data Engineer, Business Intelligence Developer, etc.
- Get proficiency in programming and thereafter learn to implement it for actual development requirements in industrial projects and applications.
Strengthen your web development framework and get to know developing dynamic websites using this framework.
After the R programming online training in India completion, you will be literate enough to design, develop, test, support, and deploy desktop, custom web, and mobile applications.
Also, get sufficient ideas to design and improve testing and maintenance activities and procedures.
Learn important applications like design, implement and develop in an R programming environment.
With R programming online training in India, get a chance to work in leading IT companies such as Infosys, Wipro, Amazon, TCS, IBM, and many more.
- R is the most prevalent language for data science. It is the most inexpensive, custom-made, and inflatable statistical analysis solution. R is a command-line-driven program. This the perfect tool for easily deploying your data and presenting it in a compelling way. R programming language contains several packages that have helpful functions that you can utilize for your use.
- R boasts a huge extensive library containing a variety of useful functionalities which one can implement or make use of Packages/Libraries are created and updated regularly and are published on the CRAN repository. It is a beginner-friendly yet powerful language that appeals to the beginner as well as the professionals.
- R is used for performing advanced statistical calculations and has great graphics functionalities. It is the dominant programming language used in the domain of statistics. New statistical methods are usually first implemented in R.
- Why learn R
- R is considered the key to getting into the analytics field. The quantum of growth increases manifolds after completing R programming online training with us.
After completing the specialization, 38% started a new career.
After the successful completion of the R Programming Online Course, 19% got a promotion or a pay hike.
- You must acquire the necessary skills in the development, automate and review of technical architecture, requirements, and statistical models.
To design and implement analytic solutions, you need to be in synergy with end-users as per project proposals.
You must be able to acknowledge opportunities in order to work efficiently and instill innovative approaches to complete the work.
You should be an active participant in teamwork to solve problems and offer ideas to solve client issues as well after pursuing R Programming online course.
You must have the hands-on expertise to design experiments/data collection for statistical analysis.
You need to acknowledge the fact that you will be responsible for quantitative analysis of structured, semi-structured, and unstructured data working in small teams to develop, test, and harden advanced analytical models as required.
With our R programming online training in India, learn to program code of qualitative variable and manipulation tasks with various statistical methodologies
You must know to improve the overall performance of systems.
- The R programming online training in India is designed for both experienced and novice learners who are seeking a corporate career in the analytics industry. R is actually apt for those in IT sector such as Big data analytics, Business analytics, scientific research, statistical reporting, Econometrics, social science, business intelligence, and business development.
- To enroll in R programming online training in India, it is not necessary to have any prior knowledge of R. Anyone who is keen to learn R or researchers who perform data analysis with higher dimensional graphs can enroll in the training program. R programming online training is not just a popular course but it is the most popular analytics tool in the world.
- Since R programming online training in India is one of the most commonly used languages in the Data Science space, there are invariably adequate job opportunities in this domain. Some of the top hiring industries in R programming include Infosys, Spectra, IBM, TCS, QA InfoTech, and more. After completing R Programming online training in India there are multiple job profiles gets available for learners.
- By the end of the R programming online course, you will be assigned project work. Upon successfully completing the assignment, you will be granted a course completion certificate. The certification will help to attract prospective clients to you. Besides, our R programming online training in India is recognized across the globe and hence it adds value to your resume.
- So without any further delay, enroll in our training course, master the craft, demonstrate your skills and lead the field.
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CURRICULUM & PROJECTS
R Programming Training
- This course is suggested for all those novices and specialists who are keen on working in the analytics industry. R is suitable for all IT professionals like Big data analytics, Business analytics, scientific research, statistical reporting, Econometrics, social science, business intelligence, and business development. Researchers who perform data analysis with higher dimensional graphs. Students who need R for their courses. Prerequisite It is not necessary to have any prior knowledge of R. R is now well thought out to be not just the most popular open-source analytic tool but the most popular analytics tool in the world
- In this program you will learn:
Overview :
R Programming Basics.
Variable types and data structures in base R.
Getting data into the R environment.
Data frame manipulation.
Handling dates in R.
Exploratory Data Analysis (Descriptive Statistics).
Working with text data.
Control flow & functions.
Graphics in R Overview.
Advanced R graphics.
Inferential Statistics.
General Linear Regression Models in R.
- Overview:
History of R
Advantages and disadvantages
Downloading and installing
How to find documentation
- R Programming Basics:
Using the R console and R Studio
Getting help
Learning about the environment
Writing and executing scripts
Object oriented programming
Introduction to vectorised calculations
Introduction to data frames
Installing and loading packages
Working directory
Saving your work
- Variable types and data structures in base R:
Variables and assignment
Data types
Numeric, character, Boolean, and factors
Data structures
Vectors, matrices, arrays, data frames, lists
Indexing, sub-setting
Assigning new values
Viewing data and summaries
Naming conventions
Objects
- Getting data into the R environment:
Built-in data
Reading data from structured text files
Reading data using ODBC
- Data frame manipulation:
Introduction to tables, enhanced data frames
Renaming columns
Adding new columns
Binning data (continuous to categorical)
Combining categorical values
Transforming variables
Handling missing data
Merging datasets together
Stacking datasets together (concatenation)
- Handling dates in R:
Date and date-time classes in R
Formatting dates for modeling
- Exploratory Data Analysis (Descriptive Statistics):
Continuous data
Distributions
Quantiles, mean
Bi-modal distributions
Histograms, box-plots
Categorical data
Tables
Bar plots
Group by calculations
Split-apply-combine
Reshaping and pivoting data in R (long to wide with aggregation)
Melt and cast
- Working with text data:
Finding and matching patterns in text
Stringer package for text manipulation
Introduction to regular expressions in R
Categorical data wrangling with forcats
- Control flow & functions:
Truth testing
Branching
Looping
Functions
Parameters
Return values
Variable scope
Exception handling
Applying functions across dimensions
Sapply, lapply, apply
Programming with map and purr
- Graphics in R Overview:
Base graphics system in R
Scatterplots, histograms, bar charts, box and whiskers, dot plots
Labels, legends, titles, axes
Exporting graphics to different formats
- Advanced R graphics:
Understanding the grammar of graphics
Quick plots (qplot function)
Building graphics by pieces (ggplot function)
Understanding geoms (geometries)
Linking chart elements to variable values
Controlling legends and axes
Exporting graphics
- Inferential Statistics:
Bivariate correlation
T-test and non-parametric equivalents
Chi-squared test
- General Linear Regression Models in R:
Understanding formulas
Linear and logistic regression models
Regression plots
Confounding / interaction in regression
Evaluating residuals
Scoring new data from models (prediction)
Useful plots from regression models
- Placement Guide:
Tips to clear an Interview
Common Interview questions and answers
R programming Interview Questions and Answers
Resume Building Guide
Attempt for the related Global Certification Exam
Earn Credentials and Start applying for Jobs
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Projects
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FAQ's
Croma Campus is one of the excellent R Programming Online Training Institute in India that offers hands-on practical knowledge, practical implementation on live projects and will ensure the job with the help of R Programming Online course, Croma Campus provides R Programming Online Training by industrial experts, they have 8+ years working experience in top organization.
Croma Campus associated with top organizations like HCL, Wipro, Dell, BirlaSoft, Tech Mahindra, TCS, IBM, etc. make us capable to place our students in top MNCs across the globe. Our training curriculum is approved by our placement partners.
Croma Campus in India mentored more than 3000+ candidates with R Programming Online Certification Training in India at a very reasonable fee. The course curriculum is customized as per the requirement of candidates/corporates. You will get study material in the form of E-Books, Online Videos, Certification Handbooks, Certification and 500 Interview Questions along with Project Source material.
For details information & FREE demo class, call us at 120-4155255, +91-9711526942 or write to us info@cromacampus.com
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Real-life Case Studies
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Assignment
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Tinish Sharma
R programming
I was enrolled for the R programming under the guidance of Mr. Anantha Rao sir. He has a very unique way of teaching and daily presentations by the students were the main highlight of the class. Whatever he taught is actually really helping me during my internship period. I really liked his way of t Read more...
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Data Analytics
Best training institute for learning Tableau. Anurag Mishra sir is the best trainer for learning Tableau. Read more...
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Data Analytics
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Data Analytics
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Data Analytics
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Data Analytics
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Data Analytics
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