In Kolkata Powered By SIDB Learning Solution
The Student will learn the following modules in this course:
Module 1: Introduction to R Programming
Setting up R and RStudio
Basic syntax, variables, and data types
Arithmetic and logical operations
Writing your first R script
Module 2: Data Structures in R
Vectors, Lists, Matrices, Arrays
Data Frames and Factors
Indexing, filtering, and subsetting data
Module 3: Programming with R
Conditional statements (if, else, switch)
Loops (for, while, repeat)
Writing custom functions
Debugging and error handling
Module 4: Data Import & Export
Reading data from CSV, Excel, JSON
Connecting with databases (MySQL, SQLite)
Writing data to files
Web scraping basics
Module 5: Data Manipulation
Data cleaning techniques
Handling missing values
Sorting, filtering, merging datasets
Using
dplyrandtidyr
Module 6: Data Visualization
Creating charts: bar, pie, histogram, boxplot
Plotting with
ggplot2Customizing plots (themes, colors, legends)
- Interactive plots with
plotly
Module 7: Statistics with R
Descriptive statistics: mean, median, SD
Probability distributions
Hypothesis testing (t-test, chi-square)
Correlation and covariance
Module 8: Regression & Predictive Modeling
Simple and Multiple Linear Regression
Logistic Regression
Model evaluation (R², RMSE, confusion matrix)
Feature selection techniques
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ALL Courses
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Course Duration
3 Months
Learning Mode
Online/Offline
Eligibility Criteria
10+2/Graduate
Batches
Weekday/Weekend
Career Scope
Doing this course opens up a wide range of career opportunities because R Programming is one of the most versatile and in-demand programming languages today. Here’s a breakdown of the career scope after completing a course:
In-Demand Job Roles
Data Analyst
Data Scientist
Machine Learning Engineer
Business Analyst
Statistical Programmer
Quantitative Analyst
Bioinformatics Analyst
Data Engineer (with R + SQL)
Industries Hiring
Finance & Banking
Healthcare & Pharma
E-commerce & Retail
IT & Software Services
Government & Research Organizations
Academia & Education
Why Choose Us
Our course is designed to give you industry-relevant skills, hands-on experience, and career support to help you succeed in the world of web development and design.
Industry Certifications
Earn recognized certifications that validate your skills and boost your resume.
Placement Assistance
Get support for job placements, internships, and career opportunities.
Flexible Learning Mode
Choose between online or classroom sessions that fit your schedule.
Expert Faculty
Learn from industry professionals with years of real-world experience.
Industry-Aligned Curriculum
Follow a curriculum designed to match current industry standards.
Career Support
Receive guidance, mentorship, and career advice throughout your journey.
Interactive Classroom
Engage in live sessions, discussions, and doubt-clearing interactions.
Hands-On Experience
Work on real projects, coding exercises, and practical assignments.
Certification
Upon successful completion of the course at SIDB Learning Solutions, students receive an industry-recognized certificate validating their practical skills, real-world project experience, and technical expertise.
The certificate enhances your resume and LinkedIn profile while demonstrating job-readiness and hands-on training with industry-standard tools and best practices.
Students must complete all modules, maintain attendance, submit a final capstone project, and pass the evaluation process to earn certification.
Frequently Asked Questions
- Visit our website: www.sidblearning.com
- Call/WhatsApp us at +91-7890988777
- Or walk into any SIDB Learning Solutions center near you
