Data Science Course in Mumbai

SKU: 11636
10 Lesson
|
40 Hours
igmGuru is one of the best data science training institutes in Mumbai. This training program covers major topics like advanced machine learning, data privacy, cloud computing, big data techniques, and much more. Our 40 hours of data science classes in Mumbai are designed by industry expert professionals with 15+ years of experience. Enroll in our data science course in Mumbai to pass the Data Science with R certification exam.
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Data Science Course in Mumbai

Data Science Course in Mumbai Overview

Prerequisites

  • Understanding of SQL and relational databases is necessary
  • Familiarity with fundamental concepts and algorithms is beneficial for applying its 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

In this Data Science training program, you will learn such modules:

  • Introduction to Business Analytics
  • Data Structures
  • Data Visualization
  • Regression Analysis
  • Classification
  • Clustering
  • Association

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 Mumbai 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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1-800-7430-173 (US Toll Free)
+91 7240740740 (India)
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Data Science Course Fees in Mumbai

Online Class Room Program

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

Classes Starting From

  • Fast Track Batch 13 Jul 2026
  • Weekday Batch 13 Jul 2026
  • Weekend Batch 18 Jul 2026

Corporate Training

Corporate Training
  • Customized Training Delivery Model
  • Flexible Training Schedule Options
  • Industry Experienced Trainers
  • 24x7 Support
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Want to know Today's Offer

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R Programming Training Certification

After successfully completing the R Programming Training and practical exercises, learners receive a Course Completion Certificate from igmGuru. This certificate validates your knowledge of R programming, data manipulation, statistical analysis, data visualization, predictive modeling, and machine learning using the R ecosystem. It demonstrates your ability to apply R to real-world data analysis and supports career opportunities in data science, business analytics, research, and statistical computing.

R Programming Training Certification

Data Scientist Course in Mumbai FAQ

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Contact Us Worldwide
1-800-7430-173
(US Toll Free)
+91-7240-740-740
(India)
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+91-7240-740-740
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info@igmguru.com

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