course detail

Data Science

Data Science Training Institute in Chennai

Want to learn Data Science Training in Chennai ?. BITA Academy is the best Data Science Training Institute in Chennai Ramapuram,Madipakkam. We Provide you placement assistance on Data Science.


What should you know about Data Science Course?

This Data Science Course will help you understand the various tools and techniques that is used for analyzing the data and also helps you understand the machine learning algorithm concepts, Artificial intelligence that is enough for you to identify important data patterns and analyse. So Complete Data Science Certification Courses in Chennai and be a Data Scientist/Data Analyst now.

You have many Data Science coaching institute in Chennai who offers quality teaching by industry experts. So It’s our prime responsibility to do some research on the Data Science Course syllabus they cover and also check on the real time projects that will be given during the course period.

Data Science Job Opportunities

This is one evolving technology that you will see a huge Demand in IT Market. You have lots of job opportunities both onshore and offshore with good salary package. So, we recommend you to complete a certification course in Data Science with us as we provide the best Data Science Courses in Chennai with 100% placement assistance.

Best Data Science Course in Chennai Ramapuram

Our head office is located in the centre of Ramapuram which is very spacious and the infrastructure that we have set up will be comfortable for anyone who is interested to take Data Science classroom training in Chennai.

If you want to do certification course in Data Science, It’s no other place than BITA Academy which is rated as the best Data Science Training Institute in Chennai. Get registered for the Data Science Classroom Course in Chennai that has Data Science Exams & Certifications.

Data Science Training Classes in Chennai

BITA Academy provides the best Data Science Course in Chennai trained by industry experts who offers real time teaching. We provide you complete support over and above the course period.We guide you well 

Data Science Online Training in Chennai

Anyone who is not interested or comfortable with classrooms shall opt for Data Science Training Online where you shall take the Data Science Course Online real time with trainer. There will be a max of one or two in a batch and these sessions will be recorded so that you can make use of it anytime. Also we provide placement assistance after Data Science Coaching.

So Please get in touch with us, if you want to learn Data Science with Python Training in Chennai. 


Data Science Course Syllabus

Part 1: Introduction to Data Science

  • What is the need for Data Scientist?
  • Data Science Foundation
  • Business Intelligence
  • Data Analysis
  • Data Mining
  • Machine Learning
  • Difference between Data Analytics and Data Science
  • Analytics and its types
  • Lifecycle Probability
  • More about Analytics Project Lifecycle

Part 2: Python Ecosystem for Machine learning

  • Python
  • NumPy
  • Matplotlib
  • Pandas
  • SciPy
  • scikit learn

Part 3: Statistics and Mathematics

  • Inferential statistics Descriptive statistics
  • Linear Algebra Probability Calculus

Part 4: Exploratory Data analysis

  • How to Load Machine Learning Data
  • Understand Your Data with Descriptive Statistics
  • Understand Your Data with Visualization

Part 5: Feature Engineering 

Prepare Your Data for Machine Learning

  • Whats the need For Data Pre processing
  • Data Transforms
  • Rescale Data
  • Standardize Data
  • Normalize Data
  • Binarize Data(Make Binary)

Feature Selection for Machine Learning

  • Feature Selection
  • Univariate Selection
  • Recursive Feature Elimination
  • Principal Component Analysis
  • Feature Importance

Part 6: Machine learning Algorithms

Gradient Descent for Machine Learning

  • Gradient Descent
  • Batch Gradient Descent
  • Stochastic Gradient Descent
  • Tips for Gradient Descent

Linear Algorithms

  • Linear Regression
  • Logistic Regression
  • Linear Discriminant Analysis

Non linear Algorithms

  • Decision Trees
  •  Naive Bayes
  • Gaussian Naïve Bayes
  • k-Nearest Neighbors
  • Learn Vector Quantization
  • Support Vector Machine

Unsupervised Algorithms

  • Cluster Algorithms
  • PCA
  • Recommendation System
  • User based Collaborative Filter
  • Item based Collaborative Filter

Part 6: Ensemble Algorithms

Bagging and Random Forest

  • Bootstrap Method
  • Bootstrap Aggregation(Bagging)
  • Random Forest
  • Estimated Performance
  • Variable Importance
  • Prepare Data For Bagged CART

Boost and AdaBoost

  • Learn An AdaBoost Model From Data
  • How To Train One Model
  • Make Predictions with AdaBoost
  • Prepare Data For AdaBoost


Part 8: Evaluation and Performance metrics of Model

Test Machine Learning Algorithms

  • Split into Train and Test Sets
  • K-fold Cross-Validation
  • Leave One Out Cross Validation
  • Repeated Random Test Train Splits
  • What Techniques to Use When

Algorithm Evaluation Metrics

  • Classification Metrics
  • Regression Metrics

Part 9: Productizing the Model

Save and Load Machine Learning Models

  • complete Your Model with pickle
  • Tips to complete Your Model
  • Create Rest services

Part 10: Real Time Project for Data Science Training in Chennai.

Anyone willing to learn Data Science Course using Python or Data Science Course using R shall contact us.

These Data Science Certification Courses in Chennai available in market will help you to gain knowledge on data analysis concepts wherever required. Just think about predicting the data based on samples and statistics that you analyse. So This will happen only if you learn this technology in best Data Science Training institute in Chennai.

Data Science Course in Chennai

 Data Science and Data Analytics Course in Chennai available in market will help you to gain knowledge and data analysis concepts wherever required. So Just think about predicting the data based on samples and statistics that you analyse. There are many industry standard Data Scientist Certification Programs that will help pursue career for anyone as Data Scientist or Data Analyst.

So You shall also learn Data Science with Python Training in Chennai or Data Science with R Training in Chennai with us.

Why BITA is rated as the Best Data Science Training Institute in Chennai ?

  • We offer Best Data Science Training in Chennai with placement by industry experts who is an experienced professional.
  • You shall take the Data Science Training with placement either in week days or over weekends batch as per your convenience and achieve the Data Science Course Certification.
  • Ranked as the best Data Science Training Institute in Chennai Ramapuram.
  • Our real time projects that you will work on during Data Science Course Period will ensure that you become a perfect Data Scientist.
  • We provide Best Data Science Training with 100% Placement assistance.
  • So You shall also make use of Data Science Interview Questions that will be helpful for Data Science Interview Preparation.

Why do you need to learn Data Science?

Demand for Data Science is huge and the IT transformation is going that requires a software professional to be well versed in Artificial intelligence,Machine learning which will be the leading technology for future. And the Salary hike for this skill is high that one should learn this technology if they look for a good position in IT.

Placement Assistance

We give 100% placement assistance to you for your best career. We conduct mock interviews during the course period. In the Mock Interviews, We will figure out your Technical competence and the areas you need to Improve. This will increase your technical skill and interview confident level.

Free Demo Classes