Why is Data Science with R Training in Chennai important?

Data Science adds more value to the workplace and global economy. R is the most open source language used for Data Science. R language is created to Perform Data Analysis, Statistics and Graphical Models. And R language is playing a major role in Data Science and creates a lot of scope for data analysis. It has more than 5000 packages available in the library. R is the most powerful data visualization tool and the popular one is ggplot2. Industries transform raw data into data products and R is the primary choice for any professionals who performs statistics. R is famous for its graphical libraries that allows making interactive graphs. R Provides the option to connect your code with database management systems and hence we call it as a complete language. Call us if you want to attend our free demo session on our Data Science with R Training in Chennai.

Features of Data Science with R

Number of R users has been increased by 40% this year and there are more resources available to learn Data Science with R. Facebook uses R to update status and its social network graph. Ford Company depends on Hadoop and R for statistical analysis. Google uses R to calculate ROI on advertising drive to expect economic activity. Many Brands use R to design vehicles and monitor user experience. Join our Data Science with R Course in Chennai and make use of the job opportunities available for Data Analyst.

Why is BITA Academy the Best Software Training Institute?

• We offer Best Data Science with R Training in Chennai with placement.
• We provide Data Science with R Training either on weekdays or over weekends batch as per your convenience.
• Our Data Science with R Trainers are industry experts and they interact with students in a friendly manner. They handle the queries from our students more politely and smart enough to clear their doubts.
• And we provide assignments to students after completion of each topic. So this will help them to clarify their doubts.
• Ranked as the Best Data Science with R Training Institute in Chennai Velachery.
• Our real time projects that you will work on during Data Science with R Course Period will ensure that you become a perfect Data Scientist.

Syllabus of Data Science with R Course 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

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