Welcome to the Coding Club resource repository! Here are the sessions developed by the NHSX Analytics Unit and friends which we used to skill-up on python.
Link to Onboarding Instructions.
| Session | Contibutors | Description |
|---|---|---|
| Introduction to Python | Mattia Ficarelli, Chris Todd | Six beginner sessions covering the basics of python, including syntax, using the print command, using python as a calculator, assigning variables, and data types. |
| Introduction to Data Wrangling | Andrew Sylvester | This session focuses on importing, cleaning, manipulating, and reshaping data in pandas. |
| Introduction to Matplotlib | Jennifer Hall | This session will give an introduction to one of the most commonly used data visualisation libraries in python, matplotlib. |
| Introduction to APIs | Jonny Pearson | This session will give an introduction to interacting with APIs using Python. Application Programming Interface (APIs) allow different systems to exchange (send or recieve) data. |
| Introduction to Data Ingestion | Mattia Ficarelli | These sessions focuses on data ingestion and transformation, as well as visualizing data dynamically using the python library folium |
| Introduction to Prophet | Dan Schofield | This session will give an introduction to the use of the package Prophet for time-series forecasting at scale |
| Introduction to Data Science | Mary Amanuel & Josh Strong | This session will help you learn about the benefits of using Python for data analytics and data science, through worked examples and discussions |
| Introduction to NetworkX | Dan Schofield | This session will give an introduction to the package networkx commonly used for network analysis in python |
| Introduction to Cryptography | Kevin Fasusi | This session will be an introduction to the packages cryptography for cryptography in python |