MonashDataFluency
A data science and AI community of practice at Monash University. We run training workshops and community events, and promote open approaches to research.
Pinned Repositories
deep-learning-for-natural-language-processing
git-tutorial
Notes for a workshop on using git and github
intro-to-tensorflow
An introductory workshop to TensorFlow and Deep Learning
MonashDataFluency.github.io
The Monash Data Fluency website.
Power_BI
Data Fluency Power BI workshop content https://monashdatafluency.github.io/Power_BI/
python-web-scraping
Hands-on workshop material on Web scraping using Python
python-workshop-base
The master template repository for Monash Data Fluency Python workshop modules
r-intro-2
Introduction to R workshop material, version 2
r-linear
Course notes on linear models in R
r-rep-res
Reproducible research in R
MonashDataFluency's Repositories
MonashDataFluency/python-workshop-base
The master template repository for Monash Data Fluency Python workshop modules
MonashDataFluency/python-web-scraping
Hands-on workshop material on Web scraping using Python
MonashDataFluency/intro-to-tensorflow
An introductory workshop to TensorFlow and Deep Learning
MonashDataFluency/r-intro-2
Introduction to R workshop material, version 2
MonashDataFluency/MonashDataFluency.github.io
The Monash Data Fluency website.
MonashDataFluency/r-rep-res
Reproducible research in R
MonashDataFluency/Power_BI
Data Fluency Power BI workshop content https://monashdatafluency.github.io/Power_BI/
MonashDataFluency/git-tutorial
Notes for a workshop on using git and github
MonashDataFluency/deep-learning-for-natural-language-processing
MonashDataFluency/r-linear
Course notes on linear models in R
MonashDataFluency/data-fluency-website
The source that generates the static website.
MonashDataFluency/r-progtidy
Programming and tidy data analysis in R
MonashDataFluency/redcap-introduction
Introduction to REDCap Training Slides
MonashDataFluency/intro-to-deep-learning-and-tensorflow
MonashDataFluency/r-rep-res-quarto
Introduction to Reproducible Publications with RStudio using Quarto (Monash Data Fluency fork)
MonashDataFluency/r-rep-res-quarto-example
(Monash Data Fluency fork) This is the sample repo used for the Reproducibility with Rstudio lesson. It contains the datasets, figures, and documents used for a Quarto Project
MonashDataFluency/AI-with-Deep-learning
MonashDataFluency/r-bioc
Working with DNA sequences and features in R with Bioconductor
MonashDataFluency/r-rep-res-git
this is a template directory for students
MonashDataFluency/Semi-Supervised-Deep-Learning
Workshop content including the lecture slides and hands-on exercises in a Jupyter notebook.
MonashDataFluency/visualisation-and-storytelling
MonashDataFluency/open-refine-workshop
OpenRefine workshop:
MonashDataFluency/data_analysis
MonashDataFluency/intro_to_git
MonashDataFluency/r-bioc-2
Working with genomic sequences and features in R with Bioconductor (version 2)
MonashDataFluency/r-intro-2-custom-bschool
Introduction to R workshop material with an additional section for buisness school
MonashDataFluency/R-ShinyIntro
MonashDataFluency/r-shorts
Short introductions to some R topics.
MonashDataFluency/shell-novice
Software Carpentry introduction to the shell for novices.
MonashDataFluency/skimage-tutorials
Scikit-image tutorials