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Quick Facts

Medium Of InstructionsMode Of LearningMode Of Delivery
EnglishSelf StudyVideo and Text Based

Courses and Certificate Fees

Certificate AvailabilityCertificate Providing Authority
yesCoursera

The Syllabus

Videos
  • Obtaining Data Motivation
  • Raw and Processed Data
  • Components of Tidy Data
  • Downloading Files
  • Reading Local Files
  • Reading Excel Files
  • Reading XML
  • Reading JSON
  • The data.table Package
Readings
  • Welcome to Week 1
  • Syllabus
  • Pre-Course Survey
  • Practical R Exercises in swirl Part 1
Practice Exercise
  • Week 1 Quiz

Videos
  • Reading from MySQL
  • Reading from HDF5
  • Reading from The Web
  • Reading From APIs
  • Reading From Other Sources
Practice Exercise
  • Week 2 Quiz

Videos
  • Subsetting and Sorting
  • Summarizing Data
  • Creating New Variables
  • Reshaping Data
  • Managing Data Frames with dplyr - Introduction
  • Managing Data Frames with dplyr - Basic Tools
  • Merging Data
Reading
  • Practical R Exercises in swirl Part 2
Practice Exercise
  • Week 3 Quiz

Videos
  • Editing Text Variables
  • Regular Expressions I
  • Regular Expressions II
  • Working with Dates
  • Data Resources
Readings
  • Practical R Exercises in swirl Part 4
  • Post-Course Survey
Practice Exercise
  • Week 4 Quiz

Instructors

Articles

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