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6
Moduli
40
Argomenti
1.5-3
hours
Moduli (6)
Resources ()
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learn how to program in r and use it for effective data analysis
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Modulo 1
R Programming Language
Resources availableThis module gives an introduction to the R programming language. It explains why R language is so attractive to data scientists. An overview of the Rstudio software is also provided along with how to use it and how to set it up for both students and businesses for optimal utilization.R Programming Language - Learning Outcomes
Avvio argomentiWhy R programming
Avvio argomentiR for Data Science
Avvio argomentiPreparing the Workspace
Avvio argomentiGuide to Rstudio
Avvio argomentiR for Data Science - Lesson Summary
Avvio argomentiR for Data Science - Assessment
Valutazione di inizio - Introduction to R
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Modulo 2
Basics of R Programming
Resources availableThis module takes the learner through the basics of how to use the R console and perform mathematical calculations as well as various other operations. It also explains the methods to assign variables. A description of the different types of data used in R along with coding styles and methods of using comments is provided.Basics of R Programming - Learning outcomes
Avvio argomentiOperations and Variables
Avvio argomentiData Types in R
Avvio argomentiCoding Style
Avvio argomentiUse of Comments
Avvio argomentiBasics of R Programming - Lesson Summary
Avvio argomentiBasics of R Programming - Module Assessment
Valutazione di inizio -
Modulo 3
Vectors and Their Functions
Resources availableThis module deals with everything related to vectors within the R programming language. The learner will be provided with tutorials on how to create, compare and modify vectors. Explanations of selecting vector components and labeling vector elements are also provided.Vectors and Their Functions - Learning Outcomes
Avvio argomentiVector Creation
Avvio argomentiSelecting Components from a Vector
Avvio argomentiLabeling Vector Components
Avvio argomentiCalculation with Vectors
Avvio argomentiBase R Functions to Use with Vectors
Avvio argomentiComparing Two Vectors
Avvio argomentiModifying Vector Components
Avvio argomentiVectors and Their Functions - Lesson Summary
Avvio argomentiVectors and Their Function - Module Assessment
Valutazione di inizio -
Modulo 4
Introduction to Matrices
Resources availableThis module introduces the learner to matrices and provides guidance on how to create them. The key functions and operations performed with matrices will be demonstrated. The modification of matrices will also be analyzed during the module.Introduction to Matrices - Learning Outcomes
Avvio argomentiMatrix Introduction and Creation
Avvio argomentiMatrix Naming and Metrics
Avvio argomentiSelecting Elements
Avvio argomentiMatrix Arithmetic
Avvio argomentiMatrix Operations
Avvio argomentiMatrix Modifications
Avvio argomentiIntroduction to Matrices - Lesson Summary
Avvio argomentiIntroduction to Matrices - Module Assessment
Valutazione di inizio -
Modulo 5
Array Introduction
Resources availableThis module introduces the learner to the process of creating arrays. Arrays have similarities with matrices and these shall be analyzed during the module. A description of various functions from base R that can be used with arrays will also be provided.Array Introduction - Learning Outcomes
Avvio argomentiArray Introduction and Creation
Avvio argomentiArray SImilarities to Matrices
Avvio argomentiOther Array Operations
Avvio argomentiArray Introduction - Lesson Summary
Avvio argomentiArray Introduction - Module Assessment
Valutazione di inizio -
course assessment: Introduction to R Programming
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Modulo 6
Course assessment
Resources available