PyDataBradford July Meetup

Join us this month for an exciting and insightful evening exploring the frontiers of health data pipelines and AI product platforms.

The Talks

From Wrist to Insights - Building Health Data Pipelines - Pamela Ibude
The integration of wearable technologies has transformed personal health monitoring by enabling real-time tracking of physiological parameters. This presentation outlines a practical end-to-end workflow for health data analytics, covering data extraction in XML format, transformation to structured CSV files, data cleaning using Python libraries, analysis in Jupyter Notebooks, and visualisations to reveal health trends. In this talk, Pamela will emphasise open-source tools like Apache Kafka for real-time data streaming and Hadoop for scalable storage and batch processing.

Platforms for Valuable AI Products- John Carney
In data science, experimentation is vital. The more we can experiment, the more we can learn. However, quick iteration isn't sufficient; we also need to be able to promote these experiments to production to deliver value easily. This requires all the stability and reliability of any production system. John will discuss building platforms that treat iteration as a first-class consideration, the role of open source libraries, and balancing trade-offs.

Whether you're a data professional or simply curious, this is your chance to learn, network, and be part of our growing data community