Python Skill Level None Session List
(PyLadies Pane) Reflecting Within: Challenging Narratives in Tech Feminism
Paloma Oliveira
Join us for the PyLadies Panel at the conference in Berlin, it will be great!
(Un)leashed potential of AI in Government
Rosa Marie Keller
As the world is being reshaped through the rise of advanced AI technologies, governments seek their place in the arena. This talk explores how German government institutions adapt to these changes by focusing on three key areas of action: Adoption, Regulation, and Up-/Reskilling.
525 days working full-time on FOSS: lessons learned
Rodrigo Girão Serrão
Rodrigo has been working full-time on FOSS for 525. Join him as he shares some of the key lessons he learned during that time.
Acknowledging Women’s Contributions in the Python Community Through Podcast
Cheuk Ting Ho, Tereza Iofciu
In the Python podcast community, women are still underrepresented, making up only 17% of invited guests among the popular podcast series. We’ll share how you can further help out cause in improving representation and diversity in the Python community.
Analyzing COVID-19 Protest Movements: A Multidimensional Approach Using Geo-Social Media Data
Nefta Kanilmaz
Understanding protest movements through multi-dimensional geo-social media data analysis.
Boost your app to Flash speed by mastering performance tricks
Laysa Uchoa, Yuliia Barabash
If you're keen to move beyond basic optimizations and truly understand what happens under Python's hood during application execution, this session is for you.Boost your app to Flash speed by mastering performance tricks by @laysauchoa and @yuliia_barabash
Can ChatGPT convince you to get a COVID19 vaccine? Comparing ChatGPT to an expert system - which one is more convincing?
Dr. Lisa Andreevna Chalaguine
Comparison between ChatGPT and Domain-Specific Expert System - which is more convincing in getting people to vaccinate against COVID-19?
Climate Crisis in Numbers
Robert Meyer
Climate Crisis is Numbers: A data nerd's guide to global warming
Community Conferences under the Hood. Perspectives and Best Practices in Volunteer Organization
Florian Wilhelm, Alexander CS Hendorf, Valentina Scipione, Lais Carvalho
Joins us for Community Conferences under the Hood. Perspectives and Best Practices in Volunteer Organization
Connecting batteries with Python: Towards EV Charging with #zero emissions at #zero costs
Christopher Bock
Learn how Python helps us at The Mobility House in integrating EV batteries into the power grid, enabling further use and growth of renewable energies, stabilizing power grids and enhancing the accessibility of electric mobility.
How to embrace your Leadership role as a Data Nerd (or other creative types)
Paula Gonzalez Avalos
Is it possible to find a Leadership role rewarding as a creative hands-on work driven person? In this talk I’ll talk about my journey from Data Scientist into management and how - after a transition period - I learned to embraced and ultimately really like the new Head roles.
Keynote - A View From My Window - An Outside Perspective of Open Source Scientific Computing From the Inside
Leah Silen
A View From My Window - An Outside Perspective of Open Source Scientific Computing From the Inside
Keynote - Safe Space or Trap? Creating Software like DuckDB in Academic Institutions
Hannes Mühleisen
In my talk, I will discuss DuckDB, its origins, and the unique benefits and challenges of maintaining popular software in an academic setting.
Keynote - Ten Key Questions that a Company Should Ask to have Responsible AI
Ricardo Baeza-Yates
Ten Key Questions that a Company Should Ask to have Responsible AI
Keynote - The art and science of tending open source orchards
Inessa Pawson
Behind every large OSS project is a resilient contributor community. Is there a blueprint for it? How about a script for scaling or a formula for contributor retention? In this talk, Inessa shares her insight on the art and science of fostering resilient communities.
Mostly Harmless Fixed Effects Regression in Python with PyFixest
Alexander Fischer
"Discover PyFixest, a Python library inspired by R's 'fixest'! 🐍📊 It speeds up regression model estimation with high-dimensional fixed effects, offering tools for robust inference and efficient post-processing. Perfect for AB Tests and event studies! #Python #DataScience #PyDat
Power structures. The fair advantage
Anja Kunkel
Humans are complex. As developers, we wanna ignore that ... but to do our job right, we cannot.
Prescriptive Analytics in the Python Ecosystem with Gurobi
Robert Luce
Learn how to do Prescriptive Analytics in the Python Ecosystem with Gurobi
Public Money, Public Experiment - open source processes in the public administration
Lisa Reiber
Imagine a data lab in a federal ministry wants to publish code and share it - how long could it possibly take? Take a guess and come to the talk to find out.
Tackling the Cold Start Challenge in Demand Forecasting
Alexander Meier, Daria Mokrytska
Exploring the Cold Start problem in Demand Forecasting. Overcoming difficulties faced by Time Series and ML models. Uncover practical techniques and a systematic evaluation framework for effective forecasting.
Tailored and Trending: Key learnings from 3 years of news recommendations
Dr. Christian Leschinski
Diving into the world of recommendations! Learn how we overcome the special challenges of recommending news at Axel Springer NMT by using simple statistics.
Time series anomaly detection with a human-in-the-loop
Philipp Millet
In the cross-industry wide trend towards industry 4.0 solutions, the amount of gathered sensor data is ever growing. Through the sheer amount of data, manual or human-based monitoring of the collected time series data becomes cumbersome if not even impossible.
Your Model _Probably_ Memorized the Training Data
Katharine Jarmul
So, just how much data did ChatGPT memorize? Let's find out!
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