Boosting Neuroimaging Analysis and Results Digestibility 🧠
(30 Minutes)
By: Carlos A Aranibar
Experience Level: Intermediate

Make neuroimaging results easier to digest for patients and equip technicians with an enhanced toolkit featuring improved visualization and statistical analysis capabilities through MNE, an open-source Python Library.

From Cron to Airflow - Understanding the need for Schedulers
(40 Minutes)
By: Raymond Berg
Experience Level: Novice

Help! I want to run a simple task on a schedule how do I do that? Wait, remember when I said "a simple task", well it just got more complicated. And why isn't the data ready when my job runs?! Oh no, yesterdays job failed...what do I do?

These are all common problems lots of data analysts/engineers and scripters encounter. How do you solve them in a sustainable way? This intro talk is helpful for all who think about job scheduling.

must use correc snek: python for Debian and derivatives
(20 Minutes)
By: Heather White
Experience Level: Intermediate

What's the difference between "sudo apt install python3.12" and "wget ... && ./configure && make && make test && sudo make install"?

Do I need to use a virtual environment in my docker container?

I installed python, but it didn't come with pip.

Let's take a look at python on Debian.  It runs both your OS and your web app, and it's weirder than you think.

BluPants: open-source educational Python bots
(30 Minutes)
By: Marcelo Sacchetin
Experience Level: Intermediate
Slides Link

This talk is about an open-source educational project based on Python:  blupants.com. My goal is to present it to the audience and hopefully find more people passionate about the topic like me who would be willing to help as open-source contributors. Attendees will learn how to use the REST API to control robots and how to extend it to new platforms and robots.

 

What's in your AI code? Learn why every SCA tool is wrong, and how to deal with it
(25 Minutes)
By: Anand Sawant
Experience Level: Intermediate

With the rise in AI, there is more focus on Python dependency management and SCA scanning. Python's dependency management system makes it easy for developers to leave dependencies out of the manifest. This means that almost every SCA tool that relies on a manifest will be wrong. We show how leveraging program analysis techniques one can avoid the pitfalls of these so-called phantom dependencies.