Data Science with R Training in Chennai

Are you still getting stuck with choosing a program for Data Science? BITA provides Data Science with R Training in Chennai from industry experts that will help you gain the necessary skills to use R programming. Our Data Science with R Course in Chennai will help you learn data exploration, visualization, predictive analytics, and descriptive analytics techniques using the R language. Understand R packages, data import, and export in R, data structures in R, various statistical concepts, and cluster analysis and prediction.

What is R Programming?

R is a language and environment for statistical calculations and graphics. R offers a wide range of linear and nonlinear modeling, classical statistical tests, time-series analysis, classification, clustering, and graphical techniques and is highly extensible. One of R’s strengths is the ease with which well-designed publication-quality graphs can be created, including formulas and formulas as needed. Great care has been taken in the default settings for minor graphics design decisions, but the user retains complete control.

How is R used in Data Science?

R for Data Science focuses on the statistical and graphical use of the language. Learn R for Data Science and learn how to use this language to perform statistical analysis and develop data visualizations. R’s statistics make it easy to clean up, import, and analyze your data.

• R is open-source software. Its interface allows integration with other applications and systems. Open source programming has an exclusive requirement of value since it is utilized and rehashed by numerous individuals.
• R provides objects, operators, and functions that allow users to explore, model, and visualize data.  
• R is used for data analysis. Data Science R is used to process, store, and analyze data. It is very well used for data analysis and statistical modeling. 
• R is a statistical analysis environment. R has a variety of statistical and graphic features. The R foundation states that it can be used for classification, clustering, statistical testing, linear and nonlinear modeling. 
• R is a community. R project contributors include people who have suggested improvements, noticed bugs and created add-on packages.

Features of Data Science with R

• The number of R users is increasing year by year, and the resources for learning data science using R are growing.
• Facebook uses R to update its status and its social network graph. 
• Ford Company uses Hadoop and R for statistical analysis.
• Google uses R to calculate the ROI of an ad to drive economic activity. Many brands use R to design vehicles and monitor the user experience.
• R can be used to perform text analysis of tweets. Text analysis and scraping of Twitter data are possible via the Twitter package. n
• According to Google Developers, the R can be combined with Google Analytics data to perform statistical analysis and create clear data visualizations. Installing the R Google Analytics package enables these insights.

Join our Data Science with R Training in Chennai and use the job opportunities available for Data Analysts.

Syllabus of Data Science with R Training in Chennai

PART 1: Data Science – An Overview

• What do you know about Data Science?
• How is Machine Learning useful for Data Science?
• Is Deep Learning important?
• What is Data Analytics?
• Types of Data Analytics

PART 2: An Overview of R Programming

• A Brief note about R
• How do we need to Install R?
• How do we need to install R Studio?
• Deep Dive on usage of R in the real world

PART 3: Deep Dive on R

• What is Vectors?
• How to create Vectors?
• How to use [] brackets?
• Vectorized Operations
• Functions in R
• Packages in R

PART 4: Matrices

• What do you know about Matrices?
• How to build your First Matrix?
• How to Name Dimensions?
• Colnames() and Rownames()
• Matrix Operations
• How to Visualize with Matplot()
• Create your first function

PART 5: Data Frames

• Import Data using R
• Explore your Data Set
• How to use the $ Sign?
• Basic Operations with a Data Frame
• Filter a Data Frame
• An Overview of qplot
• How to Build Data Frames?
• How to Merge Data Frames?

PART 6: Visualization with GGPlot2

• What is a Factor?
• What do you know about Aesthetics?
• How to Plot with Layers?
• How to Override Aesthetics?
• Compare Mapping and Setting
• Histograms and Density Charts
• Statistical Transformations
• How to use Facet?
• Coordinates
• How to add themes?

PART 7: Family of Functions

• How to import Data in R?
• What is the Apply family?
• How to use apply()?
• Recreate the apply function with loops
• How to combine lapply() with []?
• Add your own functions
• How to use sapply()?
• Nesting apply() functions?

PART 8: Machine Learning using R

• Deep Dive on Linear Regression
• An Overview of Logistic Regression
• K-Means
• K-Means++
• What do you know about Hierarchical Clustering?
• What is CART?
• Random Forest
• Naïve Bayes

Data Science with R Certification

Data Science with R certification is advantageous for all emerging data scientists, including IT professionals and software developers who want to record carrier changes in data analysis and experts working with business analysis. We have experienced experts who wish to use data science careers and experts who want to use data science in their areas. There are no prerequisites for this Data Science with R certification course. If you are new to data science, this is one of the best courses to start from scratch. 

• Statistics With R Certification
• Data Science with R Basics Certification
• Advanced Analytics in R Certification

Job Opportunity in Data Science with R 

Data science adds much of the work and global economy. The r language is created to run data analysis, statistics, and graphical models. Libraries have over 5,000 packages. R is the most powerful data visualization tool and is popular in GGPLOT2. Industries convert raw data into data products, and R performs statistics in the primary choice of one skilled in the art. R is famous for its graphics library that can be used to create interactive graphics. R provides the ability to connect your code to a database management system. That’s why R is called a complete language. The average salary of a data scientist with R skills is Rs 5-9 LPA. sign up for  Data Science with R Training in Chennai 

The following are some of the job positions in Data Science with R 

• Data Scientist With R Programming
• R Programmer
• R Programmer Data Analytics
• R Programmer Technical Lead
• R Developer
• R Programming Application Designer
  

Why should you select us?

• You will learn to lead the Data Science strategy once you complete the  Data Science with R Training in Chennai. 

• We offer the Best Data Science with R Training in Chennai for Professionals and students who want to start their careers as Data scientists.

• Our trainer’s teaching skill is excellent, and they are very polite when it comes to clearing doubts.

• We conduct mock tests that will be useful for your Data Science with R Interview Preparation.

• Even after completing your  Data Science with R Training in Chennai, you will get lifetime support from us.

• We know the IT market, and our Data Science content is in line with the latest trend.

• We provide classroom training with all essential preventative precautions.

• We provide Data Science Online training on live meetings with recordings.