How to learn Python for data analysis
Get started in learning Python for data analysis and data science. Explore the packages and concepts that will accelerate your journey to proficiency.
Making GOV.UK style plots with Python and R
Take inspiration in your own analysis from the clean and simple style of GOV.UK plots.
Azure Function to vectorise PDFs and store in Qdrant container app with OpenAI and Python
Learn how to code an Azure function app which is automatically triggered when a new PDF is dropped into Azure blob storage, vectorises the PDF contents and stores the vectors in an Azure Qdrant container app. Lot's of moving parts and lots to learn from it, this was a tough one!
Solving real-world optimisation problems - a crash course with PuLP
Explore four optimisation scenarios applicable to the real-world and how to solve these using linear programming with Python and the PuLP library.
Searching Markdown files for internal links and visualising with a Pyvis network graph
If you use Markdown, you can improve your web content strategy by visualising the relationships between internal links to identify your content clusters.
