Best Data Science Training in Chennai

Our training will be handled in either weekday or weekend program depends on the participant’s requirement. We do offer Fast-Track Data Science Training in Chennai and One-to-One Data Science Training in Chennai. Here are the major topics we cover under this Data Science course Syllabus Basic Statistics, Linear Regression, Logistic Regression, Decision tree and Case Study for Decision tree, Unsupervised Classification Algorithms Time Series and Case Study for Time Series, K Nearest Neighbor’s Algorithm for Classification, Naïve Bayes Algorithm for Multi-Class Prediction, Artificial Neural network with case study, Support vector machines with case study and Recommender Systems. Every topic will be covered in a most 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. Our participants will be eligible to clear all types of interviews at the end of our sessions. We are building a team of Data Science trainers and participants for their future help and assistance in the 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 are very moderate compared to others. We are the only Data Science training institute that can share video reviews of all our students. We mentioned the course timings and start date as well as below.

What is Data Science?

Data Science is an interdisciplinary field that uses scientific methods, processes, algorithms, and systems to extract knowledge and knowledge in various forms, both structured and unstructured, similar to data extraction.

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. 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 in Chennai

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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Bhavna 1 day ago

Recently I have Completed Training in Besant Technologies. My Trainer is Very Good Person, he has very good Knowledge and also Explained all the topics in a practical manner.

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Daksha 2 days ago

Great support and good instructor. I took Training in Besant Technologies and the instructor was really helpful and believed in hands on classes rather than just focussing on the theory. Combined i think if you are looking to get started with any new topic, then this is an excellent place to begin with.

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Farisha 4 days ago

Recently I have completed Training in Besant Technologies. Solving real time examples in classes helped me understand better. thanks to Besant Technologies. Thank you for providing a better experience in learning the course.

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Riya 2 days ago

The great learning experience with Besant Technologies."Excellent platform to get a headstart on any language. Besant Technologies has an experienced set of trainers who can give you a really good learning experience. Definitely recommend Besant Technologies courses to expand your career options.

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Anu 3 days ago

"Besant Technologies is committed to training working IT professionals in upgrading their skills. Personally getting benefited with training from Besant Technologies. Besant Technologies has highly experienced trainers who are really supportive and one to one interaction. I personally recommend upgrading your skills which are trending in the market go for Besant Technologies.

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Dharshan5 days ago

The course is very well structured and the trainer has in-depth subject knowledge. The pace of the course is appropriate and all the queries are answered during the course sessions itself. Also, the customer care is very prompt in resolving all your queries. I thank and appreciate the Besant Technologies team’s effort for teaching and sharing knowledge.

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Vinitha1 day ago

"The training sessions were extremely comprehensive and well planned. The course content was focused on industry standards. The course is systematic, easy to follow, and the trainer follows a step-by-step approach, which makes it easier to grasp concepts. I can safely say Besant Technologies is one of the best training institutes.

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Sharan 2 days ago

The best part of Besant Technologies training is they support you for a lifetime. The course was designed by industry experts. The trainer is very good his subject matters. He entertains all questions with patience. The liked the quality material provided to me.. I shall definitely recommend this training platform for my friends.

K
Krishna4 days ago

Besant Technologies is a great start for the beginner as well for the experienced person who wants to get into a Great job. This is my first experience with Besant Technologies and it is awesome. The course content is very good, as compared to any other institute. The faculty is very experienced and skillful.

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Pranav 1 day ago

I have completed my Course in Besant Technologies and it had been a good experience. Syllabus was well structured and detailed. The classes were interactive and we discussed our doubts/thoughts very well. My trainer taught me every details and helped me to improve my programming skills.

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Raghav 3 days ago

I would like to thank this institute Besant Technologies for having every course available to learn in this institute and really good experience from me.

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Leena 6 days ago

I would first thank Besant Technologies to offer a good packaged learning and certification program. My learning experience is great. The service is quite prompt and representatives are quite helpful. The projects that I worked on were really outstanding.

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Nisha 1 day ago

It was a great learning experience. Besant Technologies course was helped me to gain a competitive edge which is required at the job. Totally value for money. Anyone who is looking for making a career in software development Besant Technologies is the best Choice to make your dream true.

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Harini 5 days ago

Hi everyone, Besant Technologies training is very useful to me. The support team is good to coordinate to clear doubts. I would strongly recommend Besant Technologies for beginners and intermediate level working professionals.

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Meera6 days ago

I enjoy my current experience with Besant Technologies. At the moment I am taking two courses, I learned many interesting things in these two couple of weeks. Also, great customer service 24 hours.

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Girish 1 day ago

I am really happy with the quality of the courses they provided, within a month I got to know every important thing about knowledge of the course. Thanks to them. They have a great way of teaching with a few bucks of money, which you won’t regret. The pace was just right to complete the course without missing the threads and yet get hand-on experience to practice applications on ready to fly.

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Chandran 2 days ago

SWonderful Learning Experience for Besant Technologies. Great support and a good instructor. got practical exposure to real-world projects. Well supportive expert and support team.

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Abeer6 days ago

I attended Training in Besant Technologies. Good things about Besant Technologies is the trainer was well qualified and knowledgeable about the subject. And real-time trainers only handle the training sessions.

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Deepan 1 day ago

HI i am Deepan. I completed my AWS Course in Besant Technologies Bangalore Thiruvanmiyur branch. The training is really awesome. The trainer explained all the concepts in detailed manner. It really helpful for my project. Thanks to the trainer and the team of Besant Technologies.

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Sadhik 2 days ago

I did selenium course in Thiruvanmiyur, Chennai. The trainers are very helpful to complete my course with full knowledge. He explained all the concepts in different real time examples it really good to understand. Every project is really helpful to understand every concepts. Thanks for the best ever support given by the team of Besant Technologies

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Vivin 6 days ago

Hi i completed my Hadoop course in Thiruvanmiyur. Trainer Mr.Karthick is a excellent trainer. He had good experience in Hadoop. All the concepts explained in both theoretical and practical manner. The doubt clearing session is very helpful to gain deep knowledge in Hadoop. Best hadoop training in Thiruvanmiyur.

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Lakshmi 1 day ago

I enjoyed the training at Besant Technologies. the instructor was very knowledgeable and helpful. 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.

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Bimala 2 days ago

It was a great experience being with Besant Technologies. The well-organized content and detailed explanation in teaching. The Instructor will spend more enough time for us to understand the concept. Definitely recommend Besant Technologies courses to expand your career options.

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Prasath 6 days ago

I completed my course from Besant Technologies. Teaching was good. it was a very nice and quality experience to learn from Besant Technologies. The course is well designed and our trainer was quite experienced and good at presenting the concepts clearly by presenting real time examples.

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Deepa 1 day ago

It was a nice learning experience. Besant Technologies provides hands-on experience with real-time examples that helps in understanding the concepts much easier. The Trainer of this institute had good knowledge. The Instructor guides me to learn the latest things about my course and to get knowledge up to date. Thanks to Besant Technologies.

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Hemani 2 days ago

It was a great experience to get Training in Besant Technologies. The course content prepared by Besant Technologies is extremely inline with real-time client specifications. the staffs were very polite to teach all concepts and making to work on real projects.

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Manoj 6 days ago

Everything about the training was absolutely amazing. The Faculty was able to resolve the queries patiently and provide the additional required information as well. Besant Technologies teams support through its technical or nontechnical the way they respond is just awesome.

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

Besant Technologies Tambaram

1st Floor,No.2A Duraisami Reddy Street,
West Tambaram,
Chennai – 600 045
Tamil Nadu,India.

Landmark:

Landmark – Near By Passport Seva

Besant Technologies Velachery

No.8, 11th Main road,
Vijaya nagar,
Velachery,
Chennai – 600 042
Tamil Nadu, India.

Landmark:

Reliance Digital Showroom Opposite Street

Besant Technologies OMR

No. 5/318, 2nd Floor, Sri Sowdeswari Nagar,
OMR, Okkiyam Thoraipakkam,
Chennai – 600 097
Tamil Nadu, India.

Landmark:

Behind Okkiyampet Bus Stop

Above IBACO Ice Cream

Besant Technologies Porur

No. 180/84, 1st Floor, Karnataka Bank Building,
Trunk Road,
Porur, Chennai – 600116
Tamil Nadu, India

Landmark:

Oppsite to Gopalakrishna Theatre

Besant Technologies Anna Nagar

No:1371, 28th street kambar colony,
I Block, Anna Nagar,
Chennai – 600 040
Tamil Nadu, India

Landmark:

Behind Reliance Fresh

Besant Technologies T.Nagar

Old No:146/2- New No: 48,
Habibullah Road, T.Nagar,
Chennai – 600 017
Tamil Nadu, India

Landmark:

Opposite to SGS Shaba

Besant Technologies Thiruvanmiyur

22/67, 1st Floor, North Mada street,
Near Valmiki Street,
Thiruvanmiyur,
Chennai 600041

Landmark:

Above Thiruvanmiyur ICICI Bank

Besant Technologies Maraimalai Nagar

No.37, 1st Floor,
Thiruvalluvar Salai,
Maraimalai Nagar,
Chennai 603209,
Tamil Nadu, India

Landmark:

Near to Maraimalai Nagar Arch

Besant Technologies Siruseri

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

Landmark:

Near Navallur Toll Gate, Next to Yamaha Showroom

Quick Enquiry