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Analyzing Data with R
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Analyzing Data with R

This course is part of multiple programs. Learn more.

Course Cost

₹ 8,650

Beginner

Skill Level

6 Weeks

Self-paced lessons

This practical course teaches data analysis using R programming language through real-world applications. Students learn the complete data analysis workflow, from data preparation and wrangling to exploratory analysis and model development. Using an airline performance dataset, participants gain hands-on experience in handling missing values, conducting statistical analysis, and building predictive models. The course emphasizes practical skills in data preprocessing, exploratory analysis, and model evaluation to deliver meaningful insights.

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4.5

11,247 Enrolled

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English

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4.5

11,247 Enrolled

olive-leaves-logo

English

What you'll learn

  • Master data preparation techniques including handling missing values and data normalization

  • Conduct comprehensive exploratory data analysis using statistical methods

  • Develop and evaluate predictive models using various regression techniques

  • Optimize model performance through regularization and grid search

Skills you'll gain

R Programming
Data Analysis
Statistical Modeling
Data Preprocessing
Exploratory Data Analysis
Regression
Model Evaluation

This course includes:

PreRecorded video

Graded assignments, exams

Access on Mobile, Tablet, Desktop

Limited Access access

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Module Description

This comprehensive course guides learners through the complete data analysis process using R programming. Students work with real airline performance data to develop practical skills in data preparation, analysis, and modeling. The curriculum covers essential techniques for data wrangling, exploratory data analysis, and statistical modeling. Topics include handling missing values, data normalization, descriptive statistics, ANOVA, correlation analysis, and regression modeling. Special emphasis is placed on model evaluation and performance tuning.

Fee Structure

Individual course purchase is not available - to enroll in this course with a certificate, you need to purchase the complete Professional Certificate Course. For enrollment and detailed fee structure, visit the following: Applied Data Science with R, Data Analytics and Visualization with Excel and R

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Faculties

These are the expert instructors who will be teaching you throughout the course. With a wealth of knowledge and real-world experience, they're here to guide, inspire, and support you every step of the way. Get to know the people who will help you reach your learning goals and make the most of your journey.

Analyzing Data with R

Beginner

Skill Level

6 Weeks

Self-paced lessons

Course Cost

₹ 8,650

Completion

CERTIFICATE

Frequently asked Questions

Below are some of the most commonly asked questions about this course. We aim to provide clear and concise answers to help you better understand the course content, structure, and any other relevant information. If you have any additional questions or if your question is not listed here, please don't hesitate to reach out to our support team for further assistance.