Erika Duan's repositories
introductory_maths
A repository of tutorials to revise mathematical concepts required for statistics and machine learning
advanced_r_notes
A repository of personal notes and exercise answers to Advanced R by Hadley Wickham
python_data_science_tips
A repository of Python tips for common data science tasks, including dataset unit testing and machine learning development for production
abs_labour_force_report
A minimal viable example of an R report generation workflow and CI/CD pipeline using ABS labour force open data
erikaduan.github.io
This repository hosts my personal data science blog.
aws_notes
A repository of AWS command line code snippets and AWS service usage tips for data scientists, platform administrators and product managers.
mini_hackathon
2022 mini-hackathon challenge
sparql_with_hobbits
A repository containing datasets and exercises for learning SPARQL and TARQL.
textbook_notes
A repository of personal notes made whilst reading programming, statistics and ML textbooks