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Data Science Training

Data Science

Data Science Training in Chennai

Are you looking for Data Science Training in Chennai?. BITA Academy is the Best Data Science Training Institute in Chennai, Ramapuram, and Madipakkam. During live interactions with practitioners, practical workshops, and industry projects, the Data Science Course in Chennai delivers hands-on exposure to technical aspects such as R, Python, Machine Learning, Tableau, Hadoop, and Spark. We provide you with placement assistance on the Data Science Certification Course.

What is Data Science?

Data science involves extracting and analyzing essential data from relevant sources to measure success and plan future goals. Data Science is a “concept of integration of statistics, data analysis, computer science and related methods” for the use of data “to understand and analyze real-world phenomena”. Data science uses scientific methods, processes, algorithms, and systems to extract knowledge and insights from structured and unstructured data. Data science is related to data mining, machine learning and big data. We use technologies and theories in many areas related to Mathematics, statistics.

Roles and Responsibilities of a Data Scientist

  • Distinguish significant data sources and automate collection processes
  • Embrace preprocessing of organized and unstructured information
  • Investigate a lot of data to find patterns and examples
  • Fabricate prescient models and AI calculations
  • Join models through group demonstrating
  • Present information using data visualization technology 
  • Propose arrangements and systems for business challenges
  • construct data products to extract precious enterprise insights.

Data Scientist Skills:

  • Solid experience as a data scientist or data analyst 
  •  Data mining experience 
  •  Understanding Machine Learning and Operations Research 
  •  Knowledge of R, SQL and Python. Familiarity with Scala, Java, or C ++ is an advantage 
  •  Experience with business intelligence tools (Tableau) and data frameworks (Hadoop) 
  •  Analytic thinking and business insights 
  •  Strong math skills (statistics, algebra, etc.) 
  •  Problem-solving ability 
  •  Excellent communication skills and presentation skills

Why do you need to learn Data Science?

Most developers and IT professionals have not yet mastered these valuable skills. You need to fully understand what data science is, why it is essential, and where these trends are heading:

  1. Discover influential trends such as data analysis.
  2. Explore the Internet of Things and big data.
  3. We will learn about machine learning.

Get a better understanding of this technology and tools. To complete a data science certification course in Chennai and become a data scientist or data analyst. 

 Big data and data science are currently in high demand, and many marketing companies require data scientists to analyze data related to product sales. Online courses in data science training will help you understand the different tools and techniques used to analyze your data. By studying this course, you will understand why artificial intelligence is vital for data science. Therefore, it is your primary authority to research the curriculum of the data science courses they cover. BITA Academy is the best training institute for data science/analysis courses using Python, R, SAS and Excel.

Syllabus of Data Science Training

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 Online.

Anyone willing to learn Data Science Course with Python or Data Science Course with 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.

Data Science Certification Training

Are you looking for a way to start your career? Getting a data science certification is an important step. Even if you already have experience in data science, a professional qualification in an advanced data science course can help you grow your career, differentiate yourself from your competitors. As a certified data scientist, you have the liberty to work anywhere in the world. This Certification Course in Data Science does not require any coding skills, and it is helpful for college students and freshers. So you can enrol for Data Science Training in Chennai with Data Science Exams and Certifications.

  • DataScience Foundation Certification – DSF
  • Certified Machine learning Expert – CMLE
  • Python/R for Data Science Certification
  • Statistics for Data Science Certification
  • Machine Learning Expert Certification
  • SQL for Data Science Certification
  • Data Science Business Case Certification

“Data is precious and will last longer than the system itself”. BITA provides you with all the certification courses and Data Science Training in Chennai 

Job Opportunities in Data Science:

Today, more and more companies recognize the value of data-driven technologies such as artificial intelligence and automation. Therefore, there is an increasing need for highly skilled data scientists. From healthcare to finance, retail and entertainment, some industries harness the power of data science. Today, almost every industry and company recognizes the importance of data and the need for qualified data scientists. The average salary of a data scientist is Rs. 6-7 LPA. With less than a year of experience, entry-level data scientists can earn about Rs.5 LPA. Sign up for Data Science Training in Chennai.

The following are some of the job positions for Data scientist

  • Data Scientist
  • Data Science Analyst
  • Senior Data Scientist
  • Technical Analyst
  • Data Analyst
  • Senior Data Analyst

Why should you select us?

  • You will learn to lead the Data Science strategy once you complete the Data Science Training in Chennai. 
  • We offer the Best Data Science Training in Chennai Chennai for Professionals and students who want to start their enterprise.
  • Our trainer’s teaching skill is excellent, and they are very polite when it comes to clearing doubts.
  • We conduct mock tests that will be useful for your Data Science Interview Preparation.
  • Even after completing your Data Science Training in Chennai, you will get lifetime support from us.
  • We know the IT market, and our Data Science content is in line with the latest trend.
  • We provide classroom training with all essential preventative precautions.
  • We provide Data Science Online training on live meetings with recordings.

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Frequently Asked Questions

Yes. We will arrange a back up session for you if you miss any one of the classes. But we request you to be regular for the classes as we have limited training sessions for a course.

Yes, you need to have a laptop to attend our classroom training sessions. We will provide you the software details that are required for the course.

Yes. Our tech team will assist you on the software installation process that is required for the course program and we will guide or offer technical support if in case you face any issues during the course period.

Yes. We have a proper process in place to share with you the materials and codes that we will be used in this course program.

Yes, you can walk in walk in any time to our office for practise sessions. Our support team is always available to support you.

You can call us or walk in to our office to provide you more details on it.

Yes. we Provide certificate after completion of the course that will add more value to your profile for anyone who plans to attend job interviews.

Yes. we offer good discounts for professionals or students who join as batches. Please call us for more details on the current offers that is going on.

Yes, we offer corporate training at the best price ensuring that there is no compromise in the quality. Call us for if you need support there.

Testimonial

Aadita Shankar

Good Training given in the Data Science Course online..All the training classes happened via online meeting tool and it was recorded. it was useful for me to use these recordings often when required. trainer was like a friend to me . built in great confidence and the workouts that was given was useful. class happened without breaks and that is something i liked it. Modelling Samples that was given for workouts is interesting. very useful for Data Science learners if they want to step in to IT Career as Data Analyst.

- Aadita Shankar
John Isaac Raj

Learnt Data science in Bita . Our trainer was very helpful. We had flexible timings and the teaching methods were great.

- John Isaac Raj

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