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👩‍💻 Hi there!

I am a data scientist (and former immunologist) who is passionate about public sector data science uplift. I write R and Python programming tutorials, with a focus on data analysis, statistical modelling and machine learning.

Erika Duan's Projects

abs_labour_force_report icon abs_labour_force_report

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

advanced_r_notes icon advanced_r_notes

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

aws_notes icon aws_notes

A repository of AWS command line code snippets and AWS service usage tips for data scientists, platform administrators and product managers.

introductory_maths icon introductory_maths

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

python_data_science_tips icon python_data_science_tips

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

r_tips icon r_tips

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

textbook_notes icon textbook_notes

A repository of personal notes made whilst reading programming, statistics and ML textbooks

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