Uploaded September 2025 | Updated September 2026, 36 minutes ago
(Renee Noble) Shock horror! Banana, the beloved science class Python has been released! But how? And more importantly... who did it? The clues are hidden in a collection of spreadsheets, but we’ll need something a little more powerful than VLOOKUP to solve this slippery case.
Using Python in Excel (or Jupyter notebooks if you prefer!) will help us close the book on the tale of the missing snake while sneaking in real-world coding, logic, and data wrangling. Learn about the mystery I’ve crafted and how you can get your own students coding with this (or your own) data adventure!
pretalx.com/pycon-au-2025/talk/37HNHZ
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
Fri Sep 12 12:20:00 2025 at Ballroom 3
(Renee Noble) Shock horror! Banana, the beloved science class Python has been released! But how? And more importantly... who did it? The clues are hidden in a collection of spreadsheets, but we’ll need something a little more powerful than VLOOKUP to solve this slippery case.
Using Python in Excel (or Jupyter notebooks if you prefer!) will help us close the book on the tale of the missing snake while sneaking in real-world coding, logic, and data wrangling. Learn about the mystery I’ve crafted and how you can get your own students coding with this (or your own) data adventure!
pretalx.com/pycon-au-2025/talk/37HNHZ
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
Fri Sep 12 12:20:00 2025 at Ballroom 3




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## The Problem
AI has a data crisis. Were running out of quality training data because the entire web has already been harvested by crawlers to train AI models — leading to the Token Crisis. What’s left? Synthetic data generated en masse - that’s bland, generic and unrepresentative of the world’s diversity. This data is also problematic for training models, as it can lead to model collapse. Meanwhile, quality datasets from diverse contributors sit unused in silos.
## The Solution
Mozilla Data Collective is a platform in the truest sense. It’s yours to stand on, and make of it what you will. Mozilla Data Collective works by allowing you to share your data, retain ownership of it, and control who uses it. Upload datasets from research, community collections or specialised corpora. Set your terms - who uses it, for what purpose, and what you get in return. Keep control by tracking who’s using your datasets.
## Why It Matters
Our vision is to encourage the creation of safe, responsible AI that works for _everyone_ - by helping communities to share authentic, ethical and diverse data - a stark contrast to models built by indiscriminately scraping the web and reproducing or synthesising its Anglocentric, white, male biases.
We want people and organisations - like you - to be able to create, curate and control your data, rather than have it harvested and scraped without your knowledge or consent.
Join Kathy Reid as she walks you through why better AI requires better data - and why better data requires collective, collaborative, co-created approaches: Mozilla Data Collective.
https://pretalx.com/pycon-au-2025/talk/ZFWMZ7/
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
Sun Sep 14 14:00:00 2025 at Ballroom 1 Your datasets, under your control: Introducing the Mozilla Data Collective](https://i.ytimg.com/vi/rl7QvFqjXFA/mqdefault.jpg)





