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Online Course: Data Analysis with R

Intermediate LevelUdacityEnglish

Data Analysis with R

Exploratory data analysis is an approach for summarizing and visualizing the important characteristics of a data set. Promoted by John Tukey, exploratory data analysis focuses on exploring data to understand the data’s underlying structure and variables, to develop intuition about the data set, to consider how that data set came into existence, and to decide how it can be investigated with more formal statistical methods.

Some experience recommended

Enroll in This Course

✓ Instant access•✓ Learn at your pace

What You'll Learn in This Course

Master key concepts and practical skills through structured learning modules. By completing this curriculum, you'll gain valuable expertise applicable to real-world scenarios.

Learning Outcome 1

Visually Analyze and Summarize Data Sets

Learning Outcome 2

If you're interested in supplemental reading material for the course check out the Exploratory Data Analysis book. (Not Required)

Learning Outcome 3

This course is also a part of our Data Analyst Nanodegree.

Skills You'll Develop

This comprehensive Data Analysis with R curriculum is designed to take you from foundational concepts to advanced implementation. Each module builds upon the previous, ensuring a structured learning path that maximizes knowledge retention and practical application.

Hands-on LearningPractical ExercisesReal-World ProjectsIndustry Best Practices

Course Requirements & Target Audience

Understand what you need to succeed in this course and determine if it's the right fit for your learning goals

Prerequisites & Requirements

What you need before starting this Data Analysis with R course:

Start by learn about what exploratory data analysis (EDA) is and why it is important.
EDA, which comes before formal hypothesis testing and modeling, makes use of visual methods to analyze and summarize data sets.
R will be our tool for generating those visuals and conducting analyses.
We will install RStudio and packages, learn the layout and basic commands of R, practice writing basic R scripts, and inspect data sets.
Perform EDA to understand the distribution of a variable and to check for anomalies and outliers.

Who This Course Is For

This course is perfect for:

Learners with foundational knowledge
Professionals looking to advance their skills
Those ready to tackle complex concepts

Intermediate Level Course

This course might not be suitable if:

• You're looking for a quick tutorial rather than comprehensive learning
• You prefer learning without structured curriculum
• You need highly specialized or niche content

Course Information & Details

Everything you need to know about this online course, from duration to certification

Difficulty Level

Intermediate

Some foundational knowledge required

Subject Category

Programming, Computer Science

Part of our Programming, Computer Science curriculum

Course Language

English

All materials in English

Start Your Learning Journey Today

This online course offers comprehensive training with expert instruction, practical exercises, and a certificate of completion. Join thousands of students advancing their careers through quality online education.

Udacity Course

Course Enrollment

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Pricing may vary. Check the course provider for current promotions and exact pricing.

What's Included

What is EDA?
R Basics
Explore One Variable
Explore Two Variables
Explore Many Variables
Diamonds and Price Predictions

View Course & Enroll

✓Instant access after enrollment
✓Learn at your own pace
✓Direct enrollment with Udacity

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