course detail

Data Science

Best Data Science Training in Chennai

Are you looking for Data Science Training Course in Chennai? BITA Academy is the best Data Science Training Institute in Chennai Ashok Nagar, Madipakkam. We provide you placement assistance on Data Science Certification Course.

Why do you need to learn Data Science?

Most developers and IT professionals have not yet learned this valuable set of skills. You should have a high level understanding of what data science is, and why it is important, and where these trends appear to be going. First, you will discover key trends like data analytics. Next, you will explore the Internet of Things and Big Data. Finally, you will learn about machine learning. You will have a better understanding of this technology and the tools. So Complete Data Science Certification training Courses in Chennai and be a Data Scientist or Data Analyst now.

Big Data and Data Science is in great demand now and Many Marketing Enterprises require data scientist to analyse data on their product sales. Data Science course helps you understand the various tools and techniques that will be used to analyse data. By learning this course, you will understand why artificial intelligence is important for Data Science. So it is your prime authority to do some research on the Data Science Course Syllabus they cover.

Data Science Job Openings

  • This is one evolving technology that you will see a huge Demand in IT Market.
  • You have many job offers both onshore and offshore with good salary package.
  • So, we recommend you to complete a certification course and get certified as Data analyst.
  • We provide the best Data Science Training Courses in Chennai with 100% placement assistance.
  • Many of them might think that there is less scope if you learn Data Science. However, that is not true. There are reports, which says that 11.5 million jobs will be created by end of 2026.
  • So Average Salary of Data Scientist is $129,000 per year.
  • You will have a good work life balance in Data Analyst jobs.
  • Anyone who has knowledge in statistics shall learn Data Science.
  • Demand for Data Science will increase rapidly. So do not miss it.

Who should apply for Best Data Science Course?

  • Our head office is located in the centre of Ramapuram and its easy accessible from DLF IT Park.
  • We have the classroom set up with all facilities available for our student.They can walk in anytime to use our lab facilities.
  • So you can approach us if you want to learn Data Science classroom training in Chennai.You will get Data Science Course completion certificate once you complete the course.
  • It should be noted that Software Professionals who has passion to be a Data Analyst should learn this course for a great career in IT field.
  • This Certification Course in Data Science does not require any coding skill and it is helpful for college students and freshers.
  • So you can enroll for Data Science Training Course Chennai that has Data Science Exams and Certifications.

What is Data Science all about and why do we need training from Industry Experts?

Data science is a combination of computer science, math and statistics, and domain expertise that helps to derive insight from data. Data science is the intersection of these three respective disciplines. The goal of data science is to transform data into knowledge that can be used to make rational decisions. So what then is a data scientist? A data scientist is someone that performs data science for a living. However, a data scientist is more than just a scientist, a data analyst, and more than just a developer. They possess all three sets of skills. You have many Data Science Coaching institute in Chennai but BITA Academy is the best place to learn Data Science Course.

Anyone who is looking for a career change shall learn Data Science Training Classes in Chennai from our industry experts. Our trainers will take special care in making you understand all the concepts and prepare Data Science Interviews. And they will explain the concepts with real time examples that anyone can understand. Our trainers has good years of experience in Data Science field and you will love their way of teaching. You can schedule an appointment and walk in to clarify your queries on Data Science with Python Training Course.

Importance of Data Science and What are we hearing Online

We will learn about data analytics, the trend of applying data science’s practices and tools in the business world. Another emerging trend is the internet of things to connect devices and sensors via the cloud. And this is generating massive streams of data to be analysed. There is lots of talk about big data that helps to create tools which stores and process these enormous data sets at scale. And finally, you have to know about machine learning in artificial intelligence field for teaching machines to solve problems. Machines shall make decisions by identifying statistics and patterns in these massive data sets. Therefore, Learn Data Science Training course in Chennai if you want to apply for Data Engineer job. We can fine tune the Data Science Course Syllabus as per your convenience.

Ultimately, the importance of data science all boils down to two things, which is economics and technology. The cost of collecting, storing, processing, and analysing data is continuously decreasing. And the value these data can provide when the data science process is applied continues to increase. As a result, data science has now become a cost effective strategy for answering questions, making decisions, and predicting outcomes in a wide variety of scenarios in our world. So you should have good understanding in Python Script if you want to attend Data Science Classes in Chennai. 

Data Science Training Course Syllabus

Part 1: Introduction to Data Science

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

Part 2: Ecosystem for Machine learning

  • Deep Dive on Python in Data Science
  • What is NumPy?
  • What is Matplotlib?
  • Pandas
  • SciPy
  • scikit learn

Part 3: Statistics and Mathematics

  • Deep Dive on Inferential statistics Descriptive statistics
  • Deep Dive on Linear Algebra Probability Calculus

Part 4: Exploratory Data analysis

  • How to Load Machine Learning Data
  • Deep Dive on Data with Descriptive Statistics
  • Deep Dive on Data with Visualisation

Part 5: Deep Dive on Feature Engineering 

Prepare Your Data for Machine Learning

  • What is the need For Data Pre Processing?
  • Data Transforms
  • How to Rescale Data?
  • How to Standardise and Normalise Data?
  • Binarize Data (Make Binary)

Feature Selection for Machine Learning

  • What is Feature Selection and Univariate Selection?
  • Deep Dive on Recursive Feature Elimination
  • What is Principal Component Analysis?
  • Feature Importance

Part 6: Machine learning Algorithms in Data Science

Gradient Descent for Machine Learning

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

Linear Algorithms

  • What is Linear Regression and Logistic Regression?
  • Linear Discriminant Analysis

Nonlinear Algorithms

  • Decision Trees
  • Naive Bayes
  • Gaussian Naïve Bayes
  • Deep Dive on K-Nearest Neighbors
  • Learn Vector Quantization
  • Deep Dive on Support Vector Machine

Unsupervised Algorithms

  • What is Cluster Algorithms?
  • What is PCA?
  • Recommendation System
  • What is User based Collaborative Filter and Item based Collaborative Filter?

Part 7: Ensemble Algorithms

Bagging and Random Forest

  • Bootstrap Method
  • What is Bootstrap Aggregation (Bagging)?
  • What is Random Forest?
  • Estimated Performance
  • Variable Importance
  • How to Prepare Data for Bagged CART?

Boost and AdaBoost

  • Learn an AdaBoost Model from Data
  • How to Train One Model?
  • How to Make Predictions with AdaBoost?
  • Do you know to Prepare Data for AdaBoost?

Part 8: XGBOOST

Part 9: Evaluation and Performance metrics of Model

Test Machine Learning Algorithms

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

Algorithm Evaluation Metrics

  • What is Classification Metrics?
  • Deep Dive on Regression Metrics

Part 10: Productising the Model

Save and Load Machine Learning Models

  • How to Complete Your Model with pickle?
  • Tips to complete Your Model
  • How to Create Rest services?

Part 11: Real Time Project for Data Science Training.

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. So 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.

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

  • We offer Best Data Science Training in Chennai with placement.
  • We provide Data Science Training with placement either in weekdays or over weekends batch as per your convenience and achieve the Data Science Course Certification.
  • Our Data Science Trainers are industry experts and they interact with students in a friendly manner. They handle the queries from our students more politely and smart enough to clear their doubts.
  • And we provide assignments to students after completion of each topic. So this will help them to clarify their doubts.
  • Ranked as the Best Data Science Training Institute in Chennai Velachery, Ashok Nagar.
  • 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 our Data Science Interview Questions and discuss your queries with the trainer. 
  • We get so many queries from students on Data Science Training with placement.
  • Anyone who is not interested with classroom training shall apply for Data Science Training Online in Chennai.

Why Enterprises prefer Data Analytics Training Course for Professionals?

Data analytics is good old-fashioned data analysis at the core, but it is improved in several ways. Most importantly, it is spread from the domain of science to the world of business as well. This means that it is now widely acceptable to use data analysis in a scientific method to solve common business problems. In addition, data is now readily available. In fact, oftentimes, we do not even need to run an experiment to collect data and the one that exist already.We just need to find and analyse them. We have much better tools to perform data analysis as well. So if you want to learn Data Science Certification Course in Chennai, you have to choose the Best Data Science Training Center in Chennai.

We have much better tools for performing data analysis as well. And its easy to use spreadsheet software like Microsoft Excel for performing numerical analysis. And we have open-source programming languages like R and Python that makes data analysis easy. Ultimately, it is easy and fast to collect, analyse and communicate data today. So now, let us look to the future to see the direction of trends that drives data science in the world of business. Therefore, you shall contact us if you want to learn Data Science with Python Training in Chennai or Data Science with R Training in Chennai with us.Let’s Dive in to Data Science world and work for a great career in IT.

Final Note

No one knows what will happen next.But you have to work hard if you need a bright future.

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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. Join us immediately and you will get the benefits from best institute in Chennai.

Free Demo Classes