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Best Software Training Institute in Chennai
Data Science Training in Chennai

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.

Data Science Training in Chennai

Besant Technologies offers best Data Science Training in Chennai with most experienced professionals. Our Instructors are working in Data Science and related technologies for more years in MNC’s. We aware of industry needs and we are offering Data Science Training in Chennai in more practical way. Our team of Data Science trainers offers Data Science in Classroom training, Data Science Online Training and Data Science Corporate Training services. We framed our syllabus to match with the real world requirements for both beginner level to advanced level.

Our training will be handled in either weekday or weekends programme depends on participants 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 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. 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.

Syllabus of Data Science Course in Chennai

Module 1: Basic Statistics

  • Random Variables and their Probability Distributions.
  • Standardized Values.
  • Standardized Random Variables.
  • The Normal Distribution.
  • The Distribution of the Sample Mean.
  • Statistical Inference: Estimation.
  • Statistical Inference: Decision Making.
  • Decision Making: Hypothesis Testing.

Module 2: Linear Regression

  • Meaning
  • Relationship with Correlation
  • Assumptions of Linear Regression
  • Working with categorical and continuous predictors
  • Interaction effects
  • Interpretation
  • Case Study

Module 3: Logistic Regression

  • Why Logistic Regression?
  • Logistic Function description
  • The logistic Model [ Log Link ]
  • Multinomial Logistic Model
  • Interpretation of the parametric coefficients
  • Case Study
  • ROC curve and Gains chart

Module 4: Decision tree and Case Study for Decision tree

  • Need for Non-Parametric approach
  • Why decision Tree
  • Node Classification
  • Entropy
  • Where to use Decision Tree
  • Case Study

Module 5: Unsupervised Classification Algorithms

  • Understanding the working of Kmeans Algorithm
  • Cluster Size Optimization vs Definition Optimization,
  • Hierarchical and non-hierarchical
  • K- medoid and Fuzzy K means
  • Case study for clustering

Module 6: Time Series and Case Study for Time Series

  • Definition of Time Series
  • Time Series Decomposition
  • Simple Moving Average Method
  • Weighted Moving Average Method
  • Single Exponential Smoothing Method
  • Double Exponential Smoothing Method
  • Triple Exponential Smoothing Method
  • AR Models
  • MA Models
  • ARMA Models
  • ARIMA Models
  • sARIMA Models
  • Case Study
  • Using RMSE and MAPE for Model Performance

Module 7: K Nearest Neighbor’s Algorithm for Classification

  • Lazy Learning techniques
  • Distance Matrix
  • The Optimum K value
  • Data Transformations
  • Model Building on Training Data Set
  • Model Validation on Testing Data Set
  • Evaluation of Model
  • Advantages & Disadvantages of KNN Models

Module 8: Naïve Bayes Algorithm for Multi Class Prediction

  • Bayesian Theorem
  • Probabilities - The Prior and Posterior Probabilities
  • Conditional and Joint Probabilities Notion
  • Traditional Approach - Extract Important Features
  • Naive Approach - Independence of Features Assumption
  • Advantages & Disadvantages of Naïve Bayes Models
  • Case Study

Module 9: Artificial Neural network with case study

  • Understanding Neural Networks
  • The mammalian mimic
  • The Activation Function
  • The Structure of Network
  • Back Propagation, Multi-Layer Perceptron, Feed Forward
  • The ANN Model
  • Case Study
  • Training the Model, Testing and Validation

Module 10: Support vector machines with case study

  • Understanding SVM
  • Concepts of Linearly separable vs non-separable data
  • Hyper Parameters
  • Cost and Gamma Functions
  • Case study
  • Tuning the Model

Module 11: Recommender Systems

  • Usage of Recommender system
  • Collaborative and Singular Recommender Systems
  • Association Rule mining
  • Cosine Similarity
  • Case Study

Data Science Course in Chennai

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 Training Locations in Chennai

Our Data Science Training centers Near You..

  • Adyar
  • Ambattur
  • Adambakkam
  • Anna Nagar
  • Anna Salai
  • Ashok Nagar
  • Choolaimedu
  • Chromepet
  • Ekkattuthangal
  • Guindy
  • Kodambakkam
  • Madipakkam
  • Mylapore
  • Porur
  • Saidapet
  • T. Nagar
  • Tambaram
  • Vadapalani
  • Velachery
  • Villivakkam
  • Virugambakkam

Batch Size of Data Science Training in Chennaia at Tambaram

Regular Batch ( Morning, Day time & Evening)

  • Seats Available : 8 (maximum)

Weekend Training Batch( Saturday, Sunday & Holidays)

  • Seats Available : 8 (maximum)

Fast Track batch

  • Seats Available : 5 (maximum)

Our Students are working in

IBM
syniverse
Wipro
Ecil
Prodapt
Sutherland

About Our Training

Best IT Training provider for
more than 115+ software courses at Tambaram location and overall we successfully trained more than 10000+ students and most of them got perfect benefits from our training methodology.

Awards

Best training institute awarded from
Yet5.com for the year of 2014.

Become registered vendor for
HP, Cognizant, AVNET, Prodapt, Renualt Nisson and more companies for their corporate training.

Successfully placed more than
100+ students in last month through our clients.

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Besant Technologies - Velachery

Plot No. 119, No.8, 11th Main road, Vijaya nagar,
Velachery, Chennai - 600 042
Tamil Nadu, India
Landmark - Reliance Digital Opposite Street
+91-996 252 8293 / 996 252 8294
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Besant Technologies - Tambaram

No.2A, 1st Floor, Duraisami Reddy Street,
West Tambaram, Chennai - 600 045
Tamil Nadu, India
Landmark - Near By Passport Seva
+91-996 250 4283
w: trainingintambaram

Besant Technologies - OMR Branch

No. 5/318, 2nd Floor, Sri Sowdeswari Nagar,
OMR, Okkiyam Thoraipakkam, Chennai - 600 097
Tamil Nadu, India
Landmark - Behind Okkiyampet Bus Stop,
+91-887 038 4333
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Besant Technologies - Porur

No. 180/84, 1st Floor, Karnataka Bank Building
Trunk Road, Porur,
Chennai - 600 116
Tamilnadu, India
Land Mark: Opposite to Gopalakrishna Theatre
+91-996 252 8294
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Besant Technologies - Anna Nagar

Plot No:1371, 28th street kambar colony,
I Block, Anna Nagar ,
Chennai - 600 040
Tamil Nadu, India
Landmark - Behind Reliance Fresh
+91-984 025 8377
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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 Sabha
+91-734 914 0003
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Besant Technologies - Thiruvanmiyur

22/67, 1st Floor,
North mada street, Kamaraj Nagar
Thiruvanmiyur, Chennai 600041
Tamil Nadu, India
Landmark - Above Thiruvanmiyur ICICI Bank
+91-887 038 4333
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Besant Technologies - BTM Layout

No 2, Ground floor,
29th Main Road, Kuvempu Nagar,
Stage, Bangalore - 560 076
Karnataka, India
Landmark - Next to OI Play School
+91-762 494 1772 / 74
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Besant Technologies - Marathahalli

No. 43/2, 2nd Floor, VMR Arcade,
Varthur Main Road, Silver Springs Layout,
Munnekollal, Marathahalli, Bengaluru - 560037
Karnataka, India
Landmark - Near Kundalahalli Gate Signal
+91-910 812 6341 / 910 812 6342
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Besant Technologies - Rajaji Nagar

No. 309/43, JRS Ecstasy, First Floor,
59th Cross, 3rd Block, Bashyam Circle,
Rajaji Nagar, Bangalore - 560 010
Karnataka, India
Landmark - Near Bashyam Circle
+91- 734 916 0004
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Besant Technologies - Jaya Nagar

No. 2nd Floor,1575,11th Main Road,
4th T-Block, Pattabhirama Nagar, Jaya Nagar,
Bangalore-560041
karnataka, India
Land Mark: Opposite to Shanthi Nursing Home
+91-733 783 7626
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Besant Technologies - Kalayan Nagar

No.513, 4th Cross Rd
2nd Block, HRBR Layout, Kalyan Nagar,
Bangalore-560043
karnataka, India
Land Mark: Opposite to kalayan nagar Axis Bank
+91-733 783 7626
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Besant Technologies - Electronic City

No. 7, 3rd Floor, Ganga Enclave,
Neeladri Road, Karuna Nagar, Doddathoguru Village,
Electronics City Phase 1, Electronic City,
Bangalore - 560100
Landmark: Adjacent to HDFC Bank and State Bank Of India
+91-782 392 2182
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