Somewhere I can put all the helpful stuff I come across, if you want to suggest a useful resource feel free to submit a pull request! Stars indicate I have personally found this very useful.
- Happy git with R - how to get started with git and connect it to RStudio/Posit
- Big Book of Git - Manual from the department for transport ⭐
- R 4 Data Science 2e - the tidyverse bible, very accessible ⭐
- The R Workshop - Intro for complete beginners, explains the fundamentals
- R for Health Data Science
- Python for Health Data Science - by Tom Monks
- Python Data Science Handbook - detail on working with pandas and numpy
- Python for Data Analysis - has chapters on cleaning / wrangling in python
- Python Basics Book - not free, but have a pdf copy in Data Science Projects folder
- Python Tricks: The Book - follow on to the above, not free, but have a pdf copy in Data Science Projects folder
- Duck book - Gov Analysis Function and Statistical Service
- DevOps for Data Science - free book recommended on Gov Data Science slack
- StatQuest - very accessible stats videos ⭐
- An Introduction to Statistical Learning - download pdf for free
- Mastering Statistical Process Control Charts - free book in progress on SPC in healthcare for analysts
- HSMA Discrete Event Simulation Book - provides framework for coding DES models using Simpy ⭐
- Simulation: The Practice of Model Development And Use by Stewart Robinson - accessible textbook for DES projects, physical book (I have a copy) ⭐
- Telling Stories with Data
- CS50 - Harvard's introduction to computer science, highly recommend ⭐
- Teaching Tech Together - recommended at NHS RPyCom conference
- Flu Tracker - RShiny app displaying weekly flu sitrep data
- Population Pyramids and healthcare use - App showing healthcare predictions based off ONS population projections (javascript)
- Open Prescribing - Project to make publicly avaiable GP prescribing data as useful as possible.
If you were ever to run out of resources, a huge list of free programming related e-books is available here Free Programming Books