Uploaded September 2025 | Updated September 2026, 4 hours ago
(Sheena Nasim) Discover how Snowflake's AI Data Cloud revolutionizes Python-powered machine learning at scale. Learn how Snow Pandas brings familiar pandas operations to massive datasets for scalable data engineering, explore advanced feature engineering with Snowflake ML's distributed processing capabilities, and witness distributed ML training. Build millions of models in parallel across partitions with popular libraries like scikit-learn, XGBoost etc — all seamlessly integrated for enterprise-grade MLOps.
pretalx.com/pycon-au-2025/talk/QU97S8
python, pycon, australia, programming, conference, technical, developers, panel, sessions, libraries, frameworks, community, sysadmins, students, education, data, science
Videos licensed as CC-BY-NC-SA 4.0
PyCon AU is the national conference for the Python programming community, bringing together professional, student and enthusiast developers, sysadmins and operations folk, students, educators, scientists, statisticians, and many others besides, all with a love for working with Python.
Licensed as CC BY-NC-SA - creativecommons.org/licenses/by-nc-sa/4.0
Produced by Next Day Video Australia: https://nextdayvideo.com.au
Sat Sep 13 11:20:00 2025 at Ballroom 2
(Sheena Nasim) Discover how Snowflake's AI Data Cloud revolutionizes Python-powered machine learning at scale. Learn how Snow Pandas brings familiar pandas operations to massive datasets for scalable data engineering, explore advanced feature engineering with Snowflake ML's distributed processing capabilities, and witness distributed ML training. Build millions of models in parallel across partitions with popular libraries like scikit-learn, XGBoost etc — all seamlessly integrated for enterprise-grade MLOps.
pretalx.com/pycon-au-2025/talk/QU97S8
python, pycon, australia, programming, conference, technical, developers, panel, sessions, libraries, frameworks, community, sysadmins, students, education, data, science
Videos licensed as CC-BY-NC-SA 4.0
PyCon AU is the national conference for the Python programming community, bringing together professional, student and enthusiast developers, sysadmins and operations folk, students, educators, scientists, statisticians, and many others besides, all with a love for working with Python.
Licensed as CC BY-NC-SA - creativecommons.org/licenses/by-nc-sa/4.0
Produced by Next Day Video Australia: https://nextdayvideo.com.au
Sat Sep 13 11:20:00 2025 at Ballroom 2





 for seamless Python interoperability.
Beyond integration, we leverage [Optuna](https://optuna.org/), a powerful hyperparameter optimization framework, to fine-tune models efficiently, transitioning from manual parameter tuning on a laptop to a **distributed, scalable workflow** powered by [Dask Distributed](https://distributed.dask.org/en/stable/) and [JupyterHub](https://jupyterhub.readthedocs.io/en/stable/). This transformation enables automated hyperparameter optimization across **many lakes in Australia**, helping researchers **investigate trends in tuning parameters** and derive deeper environmental insights.
https://pretalx.com/pycon-au-2025/talk/8SKZRV/
python, pycon, australia, programming, conference, technical, developers, panel, sessions, libraries, frameworks, community, sysadmins, students, education, data, science
Videos licensed as CC-BY-NC-SA 4.0
PyCon AU is the national conference for the Python programming community, bringing together professional, student and enthusiast developers, sysadmins and operations folk, students, educators, scientists, statisticians, and many others besides, all with a love for working with Python.
Licensed as CC BY-NC-SA - http://creativecommons.org/licenses/by-nc-sa/4.0/
Produced by Next Day Video Australia: https://nextdayvideo.com.au
Fri Sep 12 11:00:00 2025 at Ballroom 2 Modernizing Legacy: Wrapping a 25+ Year Computational Fluid Dynamics Codebase](https://i.ytimg.com/vi/YQ9hwZzN8PY/mqdefault.jpg)




