Machine Learning using R Training in Chennai

Machine Learning is used to design the algorithms for finding predictive patterns. The ultimate goal of machine learning is to improve the learning in such a way that it becomes automatic so that humans like ourselves don’t need to interfere anymore.

Machine Learning with R Training in Chennai Tambaram:

Training in Tambaram is one of the best Machine Learning with R Training Institutes in Chennai. We are focusing Placement based hands-on training for Machine Learning with R Course to students. Our Machine Learning with R Trainers are taking the classes from basic level to Advanced Level. Our Students can get the job easily in MNC companies in Chennai once complete their Machine Learning with R Classes. Our Machine Learning with R Course content and syllabus are revised monthly once by our experienced trainers. Our Machine Learning with R training syllabus is designed for fulfilled to our student’s needs. Students can get the up-to-date technical knowledge in Machine Learning with R. Our 6+ years of experienced trainers are working hard to improve their student knowledge and helps to attend the interviews confidently.

Our Training center offering Machine Learning with R Training in various places around the Chennai. We are providing well infrastructure with fully equipped lab facilities to our students. We pay more attention to the needs of our students. Already we have trained more than 200+ Students in Chennai with placement. Machine Learning with R Training timing schedule on weekday classes, Weekend classes, Evening classes and Fast Track classes. Our Machine Learning with R Course fees is based on student’s requirement and value for money. After completing the course, providing free resume building classes, Aptitude classes, Mockup Interview Sessions.

Our Machine Learning with R Course syllabus covering some important topics like Introduction to R, Understanding R data structure, Importing data, Manipulating data, Using functions in R, R Programming, Charts and plots, Machine learning algorithm, statistics, Machine Learning with R real-time project and Machine Learning with R placement training in Chennai.

Machine Learning with R Training in Chennai syllabus:

1. Introduction to R

• What is R?
• Why R?
• Installing R
• R environment
• How to get help in R
• R Studio Overview

2. Understanding R data structure

• Variables in R
• Scalars
• Vectors
• Matrices
• List
• Data frames
• Cbind, Rbind, attach and detach functions in R
• Factors
• Getting a subset of Data
• Missing values
• Converting between vector types

3. Importing data

• Reading Tabular Data files
• Reading CSV files
• Importing data from excel
• Loading and storing data with clipboard
• Accessing database
• Saving in R data
• Loading R data objects
• Writing data to file
• Writing text and output from analyses to file

4. Manipulating Data

• Selecting rows/observations
• Rounding Number
• Creating string from variable
• Search and Replace a string or Number
• Selecting columns/fields
• Merging data
• Relabeling the column names
• Data sorting
• Data aggregation
• Finding and removing duplicate records

5. Using functions in R

• Apply Function Family
• Commonly used Mathematical Functions
• Commonly used Summary Functions
• Commonly used String Functions
• User-defined functions
• local and global variable
• Working with dates

6. R Programming

• While loop
• If loop
• For loop
• Arithmetic operations

7. Charts and Plots

• Box plot
• Histogram
• Pie graph
• Line chart
• Scatterplot
• Developing graphs
• Cover all the current trending packages for Graphs

8. Machine Learning Algorithm:

• Sentiment analysis with Machine learning
• C 5.0
• Support Vector Machines
• K Means
• Random Forest
• Naïve Bayes algorithm

9. Statistics:

• Correlation
• Linear Regression
• Non-Linear Regression
• Predictive time series forecasting
• K means clustering
• P value
• Find outlier
• Neural Network
• Error Measure

10. Leading Topics:

• Overture of R Shiny
• What is Hadoop
• Integration of Hadoop in R
• Data Mining using R
• Clinical research preface in R
• API in R (Twitter and Facebook)
• Word Cloud in R