Data Science Course Training in Pune

SKU: 11639
10 Lesson
|
40 Hours
igmGuru provides best Data Science course in Pune for both beginners and experienced working professionals. Our course content is crafted by industry expert professionals with 15+ years of experience. We have successfully trained over 600 students and also offers flexible learning options like classroom training program, one-on-one sessions, and self-paced learning. Enroll in our Data Science classes in Pune to pass the R certification exam and become certified.

Data Science Course in Pune Overview

igmGuru's training program consist of essential topics such as Business Decisions and Analytics, Introduction to R Programming, Data Structures, Data Visualization, and many more. Our Data Science training in Pune provides in-depth learning in Python, statistics, data science and machine learning, SQL, and data visualization using Data science tools like Pandas, Scikit-learn, and Tableau. We also provide post training support such as job assistance program, interview preparation, etc., to help you secure high paying jobs.

Prerequisites

  • Understanding of SQL and relational databases is necessary
  • Familiarity with fundamental concepts and algorithms is beneficial for applying data science techniques.
  • Expertise in Python or Ruby is important for efficiently managing data and creating coding solutions.
  • A solid grasp of statistics and linear algebra is key to performing accurate data analysis.
  • Strong analytical skills are vital for solving complex data-related problems.

What will you learn

  1. Introduction to Business Analytics
  2. Introduction to R Programming
  3. Data Structures
  4. Data Visualization
  5. Statistics for Data Science-I
  6. Statistics for Data Science-II
  7. Regression Analysis
  8. Classification
  9. Clustering
  10. Association

Key Features

Data Science Course in Pune 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 Pune

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 Science Course in Pune FAQ

Yes, data science is a good career option. It provides high demand, ambitious salaries, and job options throughout many professional sectors like healthcare, finance and technology. Data scientists work on solving practical challenges using data analysis, machine learning and geometric tools. With continuous progressions in AI and big data, the area promises strong growth and job security. Although, it demands continuous learning and strong analytical, programming and troubleshooting skills.

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 Pune.
Well, IgmGuru provides one of the best Data Science Course in Pune 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
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 Pune.
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