All times shown in AEST (UTC+10). JSON.
12:20 PM–12:50 PM
Who_Dunnit.xlsx – Teaching Python through Data Investigation10:00 AM–10:30 AM
The Duck and the DataFrame: A Data Engineer’s Journey with DuckDB10:00 AM–10:30 AM
Going with the flow? Apache Airflow for operational-quality scientific workflows11:40 AM–12:10 PM
On the Fly and On the Flight: Scientific Data Analysis Beyond the Beamline12:20 PM–12:50 PM
From Matlab to Lambda: Transforming Structural Engineering Research Tools12:20 PM–12:50 PM
Hierarchical Clustering: Finding the awkward reunions11:00 AM–11:30 AM
Modernizing Legacy: Wrapping a 25+ Year Computational Fluid Dynamics Codebase1:50 PM–2:20 PM
Taking Back the Streets: NaviLens and the Fight for Open Navigation9:00 AM–9:20 AM
Scientific Python Track Opening11:00 AM–11:30 AM
A case study on building our first LLM feature – how to balance speed + quality3:10 PM–3:40 PM
What’s in a Name? – Fuzzy Matching Techniques for Proper Nouns4:10 PM–5:20 PM
Student Showcase2:30 PM–3:00 PM
Object-Oriented Oncology: Making Sense of Complex Patient Journeys4:50 PM–5:20 PM
High altitude balloon imagery decoding in the browser with C, JS, and Python2:30 PM–3:00 PM
Beyond Vibes: Building Evals for Generative AI9:20 AM–9:50 AM
Life Beyond Pandas: Workflows with DuckDB, Daft, Polars, and Datafusion3:10 PM–3:40 PM
Takeaways from teaching Python in college11:40 AM–12:10 PM
Capturing Flags with Microbits3:10 PM–3:40 PM
Building an electricity market model from scratch10:00 AM–10:30 AM
The Lab - Lessons from an Autism-Inclusive Learning Space9:20 AM–9:50 AM
Big Brains, Small Targets: Whole-Brain Image Analysis with Python4:10 PM–4:40 PM
PyEarthTools: Machine learning for Earth system science9:20 AM–9:50 AM
Why Teach the "Why"?11:40 AM–12:10 PM
Needle in the Haystack: Applied ML for Inspections of Power Infrastructure1:50 PM–2:20 PM
Time Series Analysis in Python: Easy Tools for Scientific Insight9:00 AM–9:20 AM
Data & AI Track Opening5:20 PM–5:40 PM
Education Track Closing2:30 PM–3:00 PM
Data Structures: A learning journey9:00 AM–9:20 AM
Education Track Opening4:10 PM–4:40 PM
Scaling Security Anomaly Detection in Enterprise Knowledge Base with Dask11:00 AM–11:30 AM
Catching them all: teaching fundamental OOP concepts with Pokemon1:50 PM–2:20 PM
The Streamlit Experiment: building web dashboards with Yr 10-124:50 PM–5:20 PM
AI for Good: Using Responsible AI to Drive Social Impact and Inclusion5:20 PM–5:40 PM
Scientific Python Track Closing5:20 PM–5:40 PM
Data & AI Track Closing