Best Data Science Training in Chennai

Our training will be handled in either a weekday or weekend program depends on participants’ requirements. We do offer Fast-Track Data Science Training in Chennai at OMR and One-to-One Data Science Training in Chennai. Here are the major topics we cover under this Data Science course Syllabus Introduction to R, Understanding R data structure, Importing data, Manipulating Data, Using functions in R, R Programming, Charts and Plots, Machine Learning Algorithm and Statistics.Every topic will be covered in mostly practical way with examples.

Besant Technologies located in various places in Chennai. We are the best Training Institute offers certification oriented Data Science Training in Chennai at OMR. Our participants will be eligible to clear all type of interviews at end of our sessions. We are building a team of Data Science trainers and participants for their future help and assistance in subject. Our training will be focused on assisting in placements as well. We have separate HR team professionals who will take care of all your interview needs. Our Data Science Training Course Fees is very moderate compared to others. We are the only Data Science training institute who can share video reviews of all our students. We mentioned the course timings and start date as well in below.

Classroom Batch Training

One To One Training

Online Training

Customized Training

Data Science Training Key Features

Besant Technologies offers Data Science Training in Chennai in more than 9+ branches with expert trainers get training in other locations too Data Science Training in Chennai and Data Science Training in Bangalore. Here are the key features,

  • 30+ Hours Course Duration
  • 100% Job Oriented Training
  • Industry Expert Faculties
  • Free Demo Class Available
  • Completed 500+ Batches
  • Certification Guidance

Data science Training Batch Schedule

Here are the Data Science Training Classes in Chennai Schedule in our branches. If this schedule doesn’t match please let us know. We will try to arrange appropriate timings based on your interest.

Data Science Training Syllabus

Data Science with Python Training Syllabus

Module 1: Introduction to Data Science (Duration-1hr)

  • What is Data Science?
  • What is Machine Learning?
  • What is Deep Learning?
  • What is AI?
  • Data Analytics & it’s types

Module 2: Introduction to Python (Duration-1hr)

  • What is Python?
  • Why Python?
  • Installing Python
  • Python IDEs
  • Jupyter Notebook Overview

Module 3: Python Basics (Duration-5hrs)

  • Python Basic Data types
  • Lists
  • Slicing
  • IF statements
  • Loops
  • Dictionaries
  • Tuples
  • Functions
  • Array
  • Selection by position & Labels

Module 4: Python Packages (Duration-2hrs)

  • Pandas
  • Numpy
  • Sci-kit Learn
  • Mat-plot library

Module 5: Importing data (Duration-1hr)

  • Reading CSV files
  • Saving in Python data
  • Loading Python data objects
  • Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

  •  Selecting rows/observations
  • Rounding Number
  • Selecting columns/fields
  • Merging data
  • Data aggregation
  • Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

  • Central Tendency
    • Mean
    • Median
    • Mode
    • Skewness
    • Normal Distribution
  • Probability Basics
    • What does mean by probability?
    • Types of Probability
    • ODDS Ratio?
  • Standard Deviation
    • Data deviation & distribution
    • Variance
  •  Bias variance Trade off
    • Underfitting
    • Overfitting
  • Distance metrics
    • Euclidean Distance
    • Manhattan Distance
  • Outlier analysis
    • What is an Outlier?
    • Inter Quartile Range
    • Box & whisker plot
    • Upper Whisker
    • Lower Whisker
    • catter plot
    • Cook’s Distance
  • Missing Value treatments
    • What is a NA?
    • Central Imputation
    • KNN imputation
    • Dummification
  • Correlation
    • Pearson correlation
    • Positive & Negative correlation
  • Error Metrics Duration-3hr
    • Classification
    • Confusion Matrix
    • Precision
    • Recall
    • Specificity
    • F1 Score
  • Regression
    • MSE
    • RMSE
    • MAPE

Module 8: Machine Learning

Module 9: Supervised Learning (Duration-6hrs)

  • Linear Regression
    • Linear Equation
    • Slope
    • Intercept
    • R square value
  • Logistic regression
    • ODDS ratio
    • Probability of success
    • Probability of failure
    • ROC curve
    • Bias Variance Tradeoff

Module 10: Unsupervised Learning (Duration-4hrs)

  • K-Means
  • K-Means ++
  • Hierarchical Clustering

Module 11: Other Machine Learning algorithms (Duration-10hrs)

  • K – Nearest Neighbour
  • Naïve Bayes Classifier
  • Decision Tree – CART
  • Decision Tree – C50
  • Random Forest

Data Science with SAS Training Syllabus

Overview of SAS

  • Introduction and History of SAS
  • Significance of SAS software solutions in various industries
  • Demonstrate SAS Capabilities
  • Job Profile / career opportunities with SAS worldwide?

Base SAS Fundamentals

  • Explore SAS Windowing Environment
  • SAS Tasks
  • Working with SAS Syntax
  • Create and submit a SAS sample program

Data Access & Data Transformation

  • Accessing SAS Data libraries
  • Getting familiar with SAS Data set

Reading SAS data set

  • Introduction to reading data
  • Examine structure of SAS data set
  • Understanding of SAS works

Reading Excel worksheets

  • Using Excel data as input
  • Create as sample program to import and export excel sheets

Reading Raw data from External File

  • Introduction to raw data
  • Reading delimited raw data file (List Input)
  • Using standard delimited data as input
  • Using nonstandard delimited data as input
  • Reading raw data aligned to columns (Fixed or column input)
  • Reading raw data with special instructions (Formatted input)

Writing to an External file

  • Write data values from SAS data set to an external file

Data transformations (Data step processing)

  • Create multiple output datasets from single SAS dataset
  • Writing observations to one or more SAS datasets
  • Controlling which observations and variables to be written to output data

Creating subset of observations using

  • Where condition
  • Conditional processing using: IF statements

Processing Data Iteratively

  • Iterative DO loop processing with END statement
  • DO WHILE & DO UNTIL Statement
  • SAS Array statement

Summarizing data

  • Creating and Accumulating total variable (Retain)
  • Using Assignment statement
  • Accumulating totals for a group of data (BY group)

Manipulating Data

  • Sorting SAS data sets
  • Manipulating SAS data values
  • Presentation of user defined values /data/currency values using FORMAT procedure
  • SAS functions to manipulate char and num data
  • Convert data type form char-to num and num-to-char
  • SAS variables lists/ SAS variables lists range
  • Debugging SAS program
  • Accessing observations by creating index

Restructuring a SAS data set

  • Rotating with the data step
  • Using the transpose procedure

Combining SAS data sets

  • Concatenation
  • Interleaving
  • One to one reading
  • One to one merging (with non-matching)
  • Match merging (Merging types with IN=option)

SAS Access & SAS Connect

  • Validating and cleaning data
  • Detect and correct syntax errors
  • Examining data errors

Analysis & Presentation

  • SAS/REPORTS SAS/GRAPH
  • SAS/STATS SAS/ODS

Producing detailed /Summary Reports

  • Freq Report
  • Means Report
  • Tabulate Report
  • Proc report
  • Summary report
  • Univariate report
  • Contents report
  • Print report
  • Compare proc
  • Copy proc
  • Datasets proc
  • Proc append
  • Proc delete

Generating Statistical Reports using

  • Regression proc
  • Uni/Multivariate proc
  • Anova proc

Generating Graphical reports using

  • Producing Bar and Pie charts (GCHART Proc)
  • Producing plots (GPLOT Proc)
  • Presenting Output Report result in:
  • PDF
  • Text files
  • Excel
  • HTML Files

SAS/SQL Programming

  • Introduction and overview to SQL procedure
  • Proc SQL and Data step comparisons

Basics Queries

  • Proc SQL syntax overview
  • Specifying columns/creating new columns
  • Specifying rows/subsetting on rows
  • Ordering or sorting data
  • Formatting output results
  • Presenting detailed data
  • Presenting summarized data

Sub Queries

  • Non correlated sub queries
  • Correlated sub queries

SQL Joins (Combining SAS data sets using SQL Joins)

  • Introduction to SQL joins
  • Types of joins with examples
  • Simple to complex joins
  • Choosing between data step merges and SQL joins

SET Operators

  • Introduction to set operations
  • Except/Intersect/Union/Outer union operator

Additional SQL Procedures features

  • Creating views with SQL procedure
  • Dictionary tables and views
  • Interfacing Proc SQL with the macro programming language
  • Creating and maintaining indexes
  • SQL Pass-Through facility

SAS Macro Language

  • Introduction to macro facility
  • Generate SAS code using macros
  • Macro compilation
  • Creating macro variables
  • Scope or macro variables
  • Global/Local Macro variables
  • User defined /Automatic Macro variables
  • Macro variables references
  • Combing macro variables references with text
  • Macro functions
  • Quoting (Masking)
  • Creating macro variables in Data step (Call SYMPUT Routine)
  • Obtaining variable value during macro execution (SYMGET function)
  • Creating macro variables during PROC SQL execution (INTO Clause)
  • Creating a delimited list of values
  • Macro parameters
  • Strong Macro using Autocall Features
  • Permanently storing and using stored compiled macro program
  • SAS Macro debugging options to track problems

Basics Statistics

  • Standard deviation
  • Correlation Coefficients
  • Outliers
  • Linear regressions
  • Clustering
  • Chi Square

Data Science with R Training Syllabus

Module 1: Introduction to Data Science (Duration-1hr)

  • What is Data Science?
  • What is Machine Learning?
  • What is Deep Learning?
  • What is AI?
  • Data Analytics & it’s types

Module 2: Introduction to R (Duration-1hr)

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

Module 3: R Basics (Duration-5hrs)

  •  Environment setup
  • Data Types
  • Variables Vectors
  • Lists
  • Matrix
  • Array
  • Factors
  • Data Frames
  • Loops
  • Packages
  • Functions
  • In-Built Data sets

Module 4: R Packages (Duration-2hrs)

  • DMwR
  • Dplyr/plyr
  • Caret
  • Lubridate
  • E1071
  • Cluster/fpc
  • Data.table
  • Stats/utils
  • Ggplot/ggplot2
  • Glmnet

Module 5: Importing Data (Duration-1hr)

  • Reading CSV files
  • Saving in Python data
  • Loading Python data objects
  • Writing data to csv file

Module 6: Manipulating Data (Duration-1hr)

  • Selecting rows/observations
  • Rounding Number
  • Selecting columns/fields
  • Merging data
  • Data aggregation
  • Data munging techniques

Module 7: Statistics Basics (Duration-11hrs)

  • Central Tendency
    • Mean
    • Median
    • Mode
    • Skewness
    • Normal Distribution
  •  Probability Basics
    • What does mean by probability?
    • Types of Probability
    • ODDS Ratio?
  • Standard Deviation
    • Data deviation & distribution
    • Variance
  • Bias variance Trade off
    • Underfitting
    • Overfitting
  • Distance metrics
    • Euclidean Distance
    • Manhattan Distance
  • Outlier analysis
    • What is an Outlier?
    • Inter Quartile Range
    • Box & whisker plot
    • Upper Whisker
    • Lower Whisker
    • Scatter plot
    • Cook’s Distance
  • Missing Value treatments
    • What is a NA?
    • Central Imputation
    • KNN imputation
    • Dummification
  • Correlation
    • Pearson correlation
    • Positive & Negative correlation

Module 8: Error Metrics (Duration-3hrs)

  • Classification
    • Confusion Matrix
    • Precision
    • Recall
    • Specificity
    • F1 Score
  • Regression
    • MSE
    • RMSE
    • MAPE

Module 9: Machine Learning

Module 10: Supervised Learning (Duration-6hrs)

  • Linear Regression
    • Linear Equation
    • Slope
    • Intercept
    • R square value
  •  Logistic regression
    • ODDS ratio
    • Probability of success
    • Probability of failure
    • ROC curve
    • Bias Variance Tradeoff

Module 11: Unsupervised Learning (Duration-4hrs)

  • K-Means
  • K-Means ++
  • Hierarchical Clustering

Module 12: Machine Learning using R (Duration-10hrs)

  • Linear Regression
  • Logistic Regression
  • K-Means
  • K-Means++
  • Hierarchical Clustering – Agglomerative
  • CART
  • 5.0
  • Random forest
  • Naïve Bayes

FAQ

Call now: +91-8099 770 770 and know the exciting offers available for you!

Besant Technologies offers 250+ IT training course in more than 20+ branches with 10+ years Experienced Expert level Trainers.

  • Fully hands-on training
  • 30+ hours course duration
  • Industry expert faculties
  • Completed 1500+ batches
  • 100% job oriented training
  • Certification guidance
  • Own course materials
  • Resume editing
  • Interview preparation
  • Affordable fees structure

Besant Technologies is the Legend in offering placement to the students. Please visit our Placed Students List on our website.

More than 2000+ students placed in last year. It has a dedicated placement portal which caters to the needs of the students during placements. Besant Technologies conducts development sessions including mock interviews, presentation skills to prepare students to face a challenging interview situation with ease.

  • 92% percent placement record.
  • 1000+ interviews organized.

Our trainers are more than 10+ years of experience in course relevant technologies. Trainers are expert level and fully up-to-date in the subjects they teach because they continue to spend time working on real-world industry applications. Trainers have experienced on multiple real-time projects in their industries.

  • Are working professionals working in multinational companies such as CTS, TCS, HCL Technologies, ZOHO, Birlasoft, IBM, Microsoft, HP, Scope, Philips Technologies, etc…
  • Trained more than 2000+ students in a year.
  • Strong theoretical & practical knowledge.
  • Are certified professionals with high grade. Are well connected with hiring HRs in multinational companies.

No worries. Besant technologies assure that no one misses single lectures topics. We will reschedule the classes as per your convenience within the stipulated course duration with all such possibilities. If required you can even attend that topic with any other batches.

Besant Technologies provides many suitable modes of training to the students like

  • Classroom training
  • One to One training
  • Fast track training
  • Customized training

You will receive Besant Technologies globally recognized course completion certification.

Yes, Besant Technologies provides group discounts for its training programs. To get more details, visit our website and contact our support team via Call, Email, Live Chat option or drop a Quick Enquiry. Depending on the group size, we offer discounts as per the terms and conditions.

We accept all major kinds of payment options. Cash, Card (Master, Visa, and Maestro, etc), Net Banking and etc.

Please Contact +91-8099 770 770

Or you can share your queries through info@besanttechnologies.com

Data Science Training Reviews

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Ramesh1 day ago

Besant Technologies has been a unique and fulfilling experience. I would like to take up more training with Besant Technologies. Faculties also explaining the topics with live examples. The course content prepared by Besant Technologies is extremely inline with real-time client specifications. Thanks to Besant Technologies.

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Pooja 2 days ago

Great explanation of concepts through live examples. Everything about the training was absolutely amazing. Excellent Instructor and wonderful Customer Service. another thing I like to highlight is service after completion of course. As a learner, this is what we always look for. they always respond on time with answers. Highly recommend it.

G
Gowtham4 days ago

It was a great experience with Besant Technologies. One of the best things I would say from this platform is providing high-quality content with highly skilled and experienced professionals as an instructor for each live course. Thanks to Besant Technologies for the wonderful learning experience!

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Shabana 1 day ago

It was a wonderful learning experience. Trainer's knowledge is impressive, and great teaching capability. The course content is great. The session was interactive which was very good. The Instructor will spend more enough time for us to understand the concept. Thanks to Besant Technologies.

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Anupriya 2 days ago

Besant Technologies is the Best training Institute throughout my career. The course content is well-planned, comprehensive, and elaborate. The faculties were well experienced and the learning curve was really high. The support is always willing to help you out in various ways as promptly as possible. Thank you Besant Technologies. looking forward to other courses.

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Dheena 4 days ago

Let me start off by congratulating the entire Besant Technologies team for putting together such amazing content for their courses.I got more than what I am looking for and gathered so much information and confidence which makes me proceed in the direction which I wished to. Thanks for Besant Technologies and their team!!!

K
Krish 2 days ago

The courses were brilliantly designed to make the learners understand and gain confidence on what they are learning for. The instructor was very well determined and Focussed on Clear Examples. This reduces my effort of reading books and can start working immediately in the ongoing projects. Keep up the good work.

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Deepa 3 days ago

Very good learning experience. The classes were very smooth. The instructors were really good and delivered the course content very well. They had very good theoretical and practical knowledge of the respective courses. The support team at Besant Technologies is really good. Great Job! Thanks for the learning experience! Keep it up!!!

H
Harish5 days ago

I had a good experience with Besant Technologies. The instructor had done a great job to explain each and every feature with a real-life example and provided hands-on live examples during the sessions. The course material was helpful and instructors were all very cooperative. very well done Besant Technologies.

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Anushka 1 day ago

The instructor was pretty good and strong on the technology side. The Faculty's vast experience in the technology was very handy for the students in connecting to the live examples. The support team is also very active. In case of any issue, they solve it as soon as possible. Highly recommended to everyone.

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Gayathri 3 days ago

I really appreciate the Besant Technologies team. They are really doing a fantastic job. The course was good and well organized.The classes are practical oriented and it has been a great learning experience. I would be glad to recommend Besant Technologies to friends and colleagues. Thank You Besant Technologies!!

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Harita 6 days ago

It is a very good experience to learn from Besant Technologies!. The session was very informative. The instructor seems excellent in sharing real-world experiences. I am very impressed and highly recommend Besant Technologies. Support team people are also really very cooperative and help out at there best.

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Megha 1 day ago

It was an awesome learning experience. Definitely there is no doubt in saying that all the instructors at Besant Technologies are industry experienced and the support staff provides a quick response. The batches were also segmented from beginners- to advanced-level learners. I am very much thankful to Besant Technologies.

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Jagdish 5 days ago

Besant Technologies has provided a unique opportunity for the students around the world to connect to some of the best tutors. The course fulfilled its purpose. The instructor was very good and prompt in responding to questions. I really recommend Besant Technologies training programs for career growth.

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Viswanath6 days ago

Besant Technologies Provide excellent Training with lots of demos and the course material is so well designed, The trainer explained the concepts with clarity & provided in-depth details. Great place to learn new things.Thanks to Besant Technologies.

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Ranjani 1 day ago

Recently I have attended training by Besant Technologies. It was a fantastic learning experience for me. The instructor is having excellent knowledge of the subject and course content is also well organized. The staff is very supportive and always helped me with all the queries I had. Thanks to Besant Technologies!

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Ranjith Kumar 2 days ago

The very good learning experience from Besant Technologies. The course content is available for a lifetime, the other most good one is you can avail the course anytime, even after completion of the course or missed classes. I personally recommend upgrading your skills which are trending in the market go for Besant Technologies.

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Karthik Renganathan6 days ago

My learning experience with Besant Technologies was very good. The instructor and 24*7 support were Excellent. I have not seen such a value for money anywhere in the world. I will keep taking many many courses with Besant Technologies!

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Bhavani 1 day ago

I am very happy to be part of Besant Technologies to learn this course. The best thing about Besant Technologies is 24x7 support which makes the overall learning experience better. I look forward to more courses from Besant Technologies.

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Gayathri 2 days ago

The great learning experience with Besant Technologies, Course content is perfect, to begin with, new or advance in career and Instructors are also very highly knowledgeable. The support team is very good. I will recommend Besant Technologies to everyone and will personally revisit them for my future learnings.

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Abdul 6 days ago

My learning journey was excellent at Besant Technologies!. The course content is very good to understand. The instructor is experienced and having the patience to clear all the doubts at training time. The training was well organized and structured. Best in the class support team, they will respond very quickly to your concerns. The study material and exercise are very good.

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Jagdish 1 day ago

I had an awesome experience with Besant Technologies, The instructors are experienced and knowledgeable about the subject are very much appreciated. Moreover, the examples he used while explaining were outstanding and easy to understand. Overall, Thanks, Besant Technologies, for providing quality education.

M
Mohammed 2 days ago

A very good learning experience. Besant Technologies provides quality learning experience within affordable prices.The course has a clear direction, which is perfect for efficiency-oriented professionals like us!. Thank you, Besant Technologies.

R
Raghav 6 days ago

It was a very good learning experience with Besant Technologies. The syllabus is systematically structured, and the Live sessions are explained with real-time examples. This makes the course more accessible to freshers with basic knowledge. Looking forward to completing it. Thanks, Besant Technologies Team.

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Anushka 1 day ago

Besant Technologies is a great institute for learning any Programming Language. The support staff is accommodating and professional. Any time you need any help, they are ready to provide it. I am also impressed with the teaching methods and techniques. I would highly recommend Besant Technologies to anyone for a great career.

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Deepa 2 days ago

I had an awesome experience in learning with Besant Technologies. The course structure is very well designed for novice to experienced IT and non-IT professionals. The trainers were fantastic. I would surely recommend Besant Technologies to others.

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Anirudh 6 days ago

The awesome Learning experience from Besant Technologies. I liked their classes, provided during the course. The training material and trainer are up to the mark to get urself acquainted with the new technology. Very helpful support service from Besant Technologies. I recommend everyone to try courses from Besant Technologies, thousands are satisfied and daily making improvement in their profession.

Data Science Trainer Profile & Placement

Our Data Science Trainers

  • More than 10 Years of experience in Data Science Technologies
  • Has worked on multiple realtime Data Science projects
  • Working in a top MNC company in Chennai
  • Trained 2000+ Students so far
  • Strong Theoretical & Practical Knowledge
  • Data Science certified Professionals

Data Science Placement Training in Chennai

  • More than 2000+ students Trained
  • 93% percent Placement Record
  • 1100+ Interviews Organized

Data Science Training Related Courses

Besant Technologies Official Branches

Velachery

Plot No. 119, No.8,
11th Main Rd, Vijaya Nagar,
Velachery, Chennai,
Tamil Nadu 600042

T.Nagar

Old No:146/2- New, No: 48,
Habibullah Rd, T. Nagar,
Chennai, Tamil Nadu 600017

Porur

180/84, 1st Floor,
Karnataka Bank Building,
Trunk Rd,Porur, Chennai,
Tamil Nadu 600116

Tambaram

1st Floor, No.2A
Duraisamy Reddy St,
Near Passport Seva,
Tambaram West, Chennai,
Tamil Nadu 600045

Anna Nagar

1st Floor, No 54, 1633, 13th Main Rd, Bharathi Colony,
H Block, Tirumaniamman Nagar,
Anna Nagar, Chennai - 600040
Tamil Nadu, India

Thiruvanmiyur

22/67, 1st Floor,
North mada street,
Near Valmiki St, Thiruvanmiyur,
Chennai, Tamil Nadu 600041

OMR

5/318, 2nd Floor,
Sri Sowdeswari Nagar,
Old Mahabalipuram Rd,
Thoraipakkam,
Tamil Nadu 600097

Maraimalai Nagar

No.37, Ground Floor,
Thiruvalluvar Salai,
Maraimalai Nagar, Chennai,
Tamil Nadu 603209

Siruseri

No. 4/76, Ambedkar Street,
OMR Road, Egatoor, Navallur,
Siruseri, Chennai,
Tamil Nadu 600130

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