erikaduan

r_tips

A repository of R usage tips for data cleaning, data mining, data visualisation, statistical inference and machine learning

introductory_maths

A repository of tutorials to revise mathematical concepts required for statistics and machine learning

python_data_science_tips

A repository of Python tips for common data science tasks, including dataset unit testing and machine learning development for production

advanced_r_notes

A repository of personal notes and exercise answers to Advanced R by Hadley Wickham

erikaduan

abs_labour_force_report

A minimal viable example of an R report generation workflow and CI/CD pipeline using ABS labour force open data

baby_food_allergens_tracker

A repository containing an R Shiny application to track and visualise baby food allergen exposure

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