Mastering R: From Basics to Advanced Data Manipulation

Course info

Beginner

25 Videos

03+ Hours

56 Learners

₹ 299

₹299

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Mastering R: From Basics to Advanced Data Manipulation

Generated by AI

COURSE OVERVIEW

This comprehensive course is designed for anyone looking to develop their R programming skills, whether they are new to the language or looking to deepen their understanding. Starting from installation and setup, the course covers a wide range of essential R topics, including data manipulation, basic arithmetic, data structures, and advanced functions. Through engaging lessons and practical examples, learners will acquire the skills needed to efficiently manage and analyze data, create meaningful visualizations, and perform advanced statistical operations.

Why learn this course?

In-Demand Skill: R is one of the leading programming languages for data analysis and statistical computing, used by data scientists, analysts, and researchers.
Comprehensive Learning: The course covers everything from basic installation to advanced data handling and plotting, ensuring a strong grasp of all key aspects of R.
Hands-On Approach: Each module comes with practical examples, enabling learners to apply what they’ve learned immediately.
Career Advancement: Mastering R opens doors to opportunities in fields such as data science, machine learning, bioinformatics, and academic research.

Who is this course for?

Aspiring data scientists, statisticians, and data analysts.
Students or researchers working with data in fields like social sciences, biology, or economics.
Professionals looking to enhance their skills in data analysis or transition to a data-related career.

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Kind words from our students

Highly informative and engaging course that exceeded my expectations. The instructor's expertise and delivery style made the content easy to understand and apply.

The online platform's user-friendly interface and intuitive navigation made accessing course materials and submitting assignments an incredibly seamless experience.

The lectures were consistently clear and concise, with well-structured content that was presented in an easily digestible format, facilitating effortless learning.

The technical reliability of the platform ensured a smooth and uninterrupted learning experience, free from glitches and downtime.

What will you learn?

Getting Started with R

This module introduces learners to the R programming environment, starting from installation to a tour of the interface and basic R syntax.

4 Videos | 22 min

Free Sample Videos

Introduction to R

Installing R and R Studio

Introduction to R

Video • 6 min

Preview

Installing R and R Studio

Video • 6 min

Preview

R Studio Interface Overview

Video • 5 min

Basic R Syntax

Video • 7 min

Basic Operations and Data Structures

In this module, students will learn basic arithmetic operations in R and explore different data structures, including vectors, data frames, and factors.

4 Videos | 23 min

Basic Arithmetic Operations

Video • 6 min

Vectors in R

Video • 6 min

Data Structures

Video • 6 min

Reading Data into R

Video • 7 min

Data Manipulation and Subsetting

This module dives into data manipulation techniques in R, from basic operations to subsetting and working with data frames.

3 Videos | 17 min

Basic Data Manipulation

Video • 7 min

Basic Plotting in R

Video • 6 min

Subsetting Data

Video • 6 min

Functions and Control Structures

Students will learn how to write their own functions and implement control structures like loops and conditionals in R.

3 Videos | 18 min

Basic Functions in R

Video • 5 min

Writing Your Own Functions

Video • 7 min

Basic Control Structures

Video • 8 min

String Manipulation and Working with Dates

This module covers basic string operations and how to handle date and time data in R, preparing learners for more advanced data manipulations.

4 Videos | 24 min

Basic String Manipulation

Video • 6 min

Introduction to R Help

Video • 5 min

Working with Packages

Video • 6 min

RStudio Interface Overview (Advanced)

Video • 9 min

Advanced Data Handling and Statistics

Moving into advanced topics, this module will cover working with more complex data structures, performing logical operations, and applying descriptive statistics.

5 Videos | 34 min

Creating and Naming Objects

Video • 7 min

Data Frames

Video • 6 min

Factor Data Type

Video • 6 min

Basic Descriptive Statistics

Video • 10 min

Logical Operations in R

Video • 7 min

Saving, Exporting, and Final Projects

The final module focuses on exporting data and saving work in different formats. Learners will wrap up their projects and apply their knowledge to real-world scenarios.

2 Videos | 12 min

Basic Date and Time Handling

Video • 7 min

Saving and Exporting Data

Video • 6 min

Final assessment

Mastering R: From Basics to Advanced Data Manipulation Final Assessment

Ways to take this course

Beginner

Best for students you want to experience the ATG learning way.

₹ 299 / One time pay

What's Included

Videos + Resources
Assessment
One project
Community
Job fair
Upgrade to Skill Seekers anytime

Skill seekers

Best for Professional you want to get a high paying job by ATG learning way.

₹
299
/ One time pay

What's Included

Paid Internship Promise or Money Refund
Everything included in Beginner’s
Weekly Sessions
Multiple projects
Resume Review
Industry Projects
Preference in Job fair

Frequently asked questions

Can an ATG certificate help me get a Job?

Yes. You can add them to your resume to prove to a potential employer that you're committed to your professional development and have gained practical skills to succeed in your job.

₹ 299

₹299

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