Programming for data science a.a. 2022/23

Indice degli argomenti

• 

  Introduzione

  • Forum News
  • Official course webpage. URL
• 

  Course slides

  • General information File
  • Data science using R language File
  • Introduction to R File
  • Data visualization in R: ggplot2 File
  • Vectors in R File
  • Matrix in R File
  • List in R File
  • Data frame in R File
  • Tibbles in R File
  • Tidy Data in R File
  • Data Transformation with dplyr (NEW) File
  • Apply functions in R (NEW) File
  • Reading and writing in R (NEW) File
  • Functions in R File
  • Debugging in R File
  • How to create an R package File
  • ---

  • Supplementary material
    

    
    

  • Reproducible and scalable analyses File
  • Computational modeling in Systems Biology File
  • Number rapresentation File
  • Link a convertitore online Decimale Binario URL
  • Boolean operators: long vs short File
  • Regular Expressions File
  • Parallel apply and do.call examples File
  • Complex functions File
  • Project sum File
• Questo argomento
  

  Virtual Room links

  • The first lesson will be on 23rd September  from 9:15 to 10:40

    • Course Introduction,  general information
    • Data science using R language

  • link to the first lesson video URL
  • ---

  • The second lesson will be on 7th October from 10:15 to 13:00

    • Introduction to R
    • Introduction to Data visualization

  • link to the second lesson video URL
  • ---

  • The third Lesson will be on 14th October from 10:15 to 13:00

    • ggplot2 library

  • link to the third lesson video URL
  • ---

  • The fourth Lesson will be on 21st October from 10:15 to 13:00

    • vector in R
    • matrix in R
    • list in R

  • link to the fourth lesson video URL
  • ---

  • The fifth Lesson will be on 28th October from 10:00 to 13:00

    • dataframe in R
      
    • tibbles in R
      
    • Tidy Data in R
    • Transformation in R

  • link to the fifth lesson video URL
  • ---

  • The sixth Lesson will be on 4th November from 10:00 to 13:00

    • Transformation in R
      
    • Apply functions

    
    

  • link to the sixth lesson video URL
  • ---

  • The seventh Lesson will be on 11th November from 10:00 to 13:00

    • Apply function in R
    • Input and Output in R
    • Functions in R

    
    

    
    

  • link to the seventh lesson video URL
  • ---

  • The eighth Lesson will be on 18th November from 10:15 to 13:00

    • Function in R

    
    

  • link to the eighth lesson video URL
  • ---

  • The ninth Lesson will be on 2nd December from 10:00 to 13:00

    • Function in R
    • Debug in R
    • Create a package in Rstudio

    
    

    
    

  • link to the nineth lesson video URL
• 

  Previous examintaions

  Non disponibile
• 

  Argomento 4

  Non disponibile