Data Science Course in Kolkata

SKU: 11641
10 Lesson
|
40 Hours
igmGuru providers best Data Science course in Kolkata. Our course content is designed by experienced industry professionals who are having 15+ years of experience. This training program includes essential key topics such as Business Decisions and Analytics, Introduction to R Programming, Data Visualization, Regression Analysis, and many more. After this course completion, you can apply for R certification exam and become certified.

Data Science Course in Kolkata Overview

Who Can Enroll?

  • Fresh Graduates from engineering, computer science, mathematics, or statistics backgrounds who want to build a career in data science.
  • Working Professionals in IT, finance, marketing, or operations aiming to transition into analytics or machine learning roles.
  • Software Developers seeking to enhance their programming skills with data-focused technologies.
  • Business Analysts and Data Analysts looking to upgrade from basic reporting to advanced predictive analytics.

What will you learn

  • Introduction to Business Analytics
  • Data Structures
  • Data Visualization
  • Statistics for Data Science-I
  • Statistics for Data Science-II
  • Regression Analysis
  • Classification
  • Clustering
  • Association

Why Choose igmGuru’s Data Science Course in Kolkata?

  • Industry-Relevant Curriculum: Updated content aligned with current data science training trends and tools.
  • Expert Instructors: Learn from professionals with over 10 years of practical experience.
  • Hands-On Projects: Work on real-time case studies to build practical skills.
  • Career Support: Includes interview prep, resume building, and placement assistance.
  • Flexible Learning: Choose between self-paced or instructor-led classes to fit your schedule.

Latest Market Trends

  • Growing Demand for AI and Machine Learning
  • Emphasis on Data Ethics and Governance
  • Real-Time Data Processing
  • Embracing Big Data Technologies
  • Rise of Automated Machine Learning (AutoML)
  • Focus on Data Literacy

Career Opportunities After this course:

  • Research Analyst
  • Data Scientist
  • Data Analyst
  • Big Data Analytics Specialist
  • Business Analyst Consultant / Manager
  • Data analyst

Salary:

In India, the average salary of Data Scientist is ₹15.39 lakhs per year. (Source- Glassdoor)

In USA, the average salary of Data Scientist is $127,544 per year. (Source- Glassdoor)

Key Features

Data Science Training in Kolkata Modules

1. Overview
2. Business Decisions and Analytics
3. Types of Business Analytics
4. Applications of Business Analytics
5. Data Science Overview
1. Overview
2. Importance of R
3. Data Types and Variables in R
4. Operators in R
5. Conditional Statements in R
6. Loops in R
7. R script
8. Functions in R
1. Overview
2. Identifying Data Structures
3. Demo: Identifying Data Structures
4. Assigning Values to Data Structures
5. Data Manipulation
6. Demo: Assigning values and applying functions
1. Overview
2. Introduction to Data Visualization
3. Data Visualization using Graphics in R
4. ggplot2
5. File Formats of Graphic Outputs
1. Introduction to Hypothesis
2. Types of Hypothesis
3. Data Sampling
4. Confidence and Significance Levels
1. Overview
2. Hypothesis Test
3. Parametric Test
4. Non-Parametric Test
5. Hypothesis Tests about Population Means
6. Hypothesis Tests about Population Variance
7. Hypothesis Tests about Population Proportions
1. Overview
2. Introduction to Regression Analysis
3. Types of Regression Analysis Models
4. Linear Regression
5. Demo: Simple Linear Regression
6. Non-Linear Regression
7. Demo: Regression Analysis with Multiple Variables
8. Cross Validation
9. Non-Linear to Linear Models
10. Principal Component Analysis
11. Factor Analysis
1. Overview
2. Classification and Its Types
3. Logistic Regression
4. Support Vector Machines
5. Demo: Support Vector Machines
6. K-Nearest Neighbours
7. Naive Bayes Classifier
8. Demo: Naive Bayes Classifier
9. Decision Tree Classification
10. Demo Decision Tree Classification
11. Random Forest Classification
12. Evaluating Classifier Models
13. Demo: K-Fold Cross Validation
1. Overview
2. Introduction to Clustering
3. Clustering Methods
4. Demo: K-means Clustering
5. Demo: Hierarchical Clustering
1. Overview
2. Association Rule
3. Apriori Algorithm
4. Demo: Apriori Algorithm
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Data Science Course Fees in Kolkata

Online Class Room Program

US $ 599.00
100% Money Back Guarantee
  • Duration : 40 Hrs
  • Plus Self Paced

Classes Starting From

  • Fast Track Batch 07 Jun 2026
  • Weekday Batch 08 Jun 2026
  • Weekend Batch 13 Jun 2026

Corporate Training

Corporate Training
  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support

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Data Science with R Certification Exam

A Data Science with R certification exam is a test that assesses a candidate's knowledge and skills in using R for data science tasks. The exam typically covers topics such as data wrangling, exploratory data analysis, statistical modeling, machine learning, and data visualization. With igmGuru, you can prepare for and pass the exam effortlessly.

The format of the exam can vary depending on the organization offering the certification. Some exams may be taken online and consist of multiple-choice questions, while others may be taken in-person and consist of a combination of multiple-choice and open-ended questions.

To prepare for a Data Science with R certification exam, it is recommended to have a solid understanding of the R programming language, as well as experience working with data in R. Practicing with sample exam questions, working on data science projects, and reviewing relevant materials such as tutorials and documentation can also help in preparing for the exam.

It's important to note that different certification exams might have different focus and requirements, you should check with the organization offering the certification for more information.

Data Science with R Certification Exam

Data Scientist Course in Kolkata FAQ

Yes, the Data Science course in Kolkata is good for freshers. It is created to give beginners practical experience with important tools and technologies like R, SAS, Python, Tableau, Hadoop and Spark. This course focuses on building practical skills. It makes it simple for freshers to understand and learn data science concepts. It is a good starting point for those new to the field.

Data Science and Machine Learning involve analyzing data to extract insights and build predictive models using algorithms and statistical techniques.

Well, you are at the right place. IgmGuru offers one of the best Data Science Course in Kolkata.
Well, IgmGuru provides one of the best Data Science Course in Kolkata as well as we provide placement assistance but we don't commit for job guarantee.
The R for data science course training will be conducted online through live meetings and will have a minimum total duration of 40 hours
Yes, R for Data Science course is a certification based training and certification is provided online after one has successfully cleared the practical data science with R test and accomplished the required score
The price of the R/Data science course is listed on the website of IgmGuru. For the payment mode, we strictly do not accept cash entries. You can pay through our payment portal using your Credit / Debit Card or UPI.
Yes, IgmGuru Deliver Data Science Corporate Training in Kolkata.
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