CT5102

KO | EN

gitlite — search

#javascript #react #ai #typescript #llm #go #android #machine-learning #linux #vue #awesome-list #security #openai #open-source

(★ 15)

Programming for Data Analytics Module @NUI Galway

CT5102 Latest Version Download

Download Latest Version (.zip)

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

---
output:
  html_document: default
  pdf_document: default
---
# CT5102
Programming for Data Analytics @NUI Galway, [2018/19 archive here](https://github.com/JimDuggan/CT5102/blob/master/README_2018_19.md)

This github site is a resource for Progamming for Data Analytics (CT5102), a module that is part of the [M.Sc. Computer Science (Data Analytics)](http://www.nuigalway.ie/courses/taught-postgraduate-courses/msc-in-computer-science-data-analytics.html#course_overview). This is an advanced MSc programme that provides graduates of Computer Science and closely related areas with in-depth knowledge and skills in the emerging growth area of Data Analytics. There are twelve topics, and these will be updated as the course progresses. The course structure has main three elements, as shown below.

* Base R (Vectors, Functions, Lists, Matrices and Data Frame)
* Data Science, with the tidyverse packages in R (ggplot2, dplyr, readr, tidyr, lubridate and stringr)
* Advanced R, including closures, object systems (S3, S4 and RC), and building packages

For tips on good programming style, see [Hadley Wickham's web resource](http://adv-r.had.co.nz/Style.html)

For an excellent resource to discover courses and learning materials for learning and teaching R, see [rstudio-education/rstats-rd](https://github.com/rstudio-education/rstats-ed)

Datasets used as part of the course can be viewed [here](https://github.com/JimDuggan/CT5102/tree/master/datasets)

Details on the individual lectures are:

__(1) Base R__

* *Lecture 01* -  [**Vectors**](https://github.com/JimDuggan/CT5102/blob/master/materials/Lectures/01%20Vectors/01-vectors.pdf)

CT5102

CT5102 Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

CT5102

CT5102 Latest Version Download

Today's picks

Was this content helpful?

Recent Feedback

Download README