Conferences / PyData
PyCon DE & PyData Berlin 2024
Apr 22–24, 2024 · bcc Berlin Congress Center, Berlin, Germany
- Conference
- PyData Data science & ML
- Dates
- Apr 22, 2024 – Apr 24, 2024
- Venue
- bcc Berlin Congress Center
- Place
- Berlin, Germany
- Format
- Hybrid
- Status
- Past
- Attendance
- 1,500Organiser blog (8 Mar 2024): sold out on-site 'with 1,500 attendees ready to meet in person'; online tickets also sold; keynotes live-streamed publicly.
- Website
- 2024.pycon.de
- Recorded
- 39 sponsors · 148 speaker appearances
- Notes
- Joint conference branded 'PyCon DE & PyData Berlin' (PyCon DE plus PyData Berlin), organised by the Python Software Verband e.V. (PySV) with NumFOCUS/PyData; recorded under the berlin suffix. Celebrated 10 years of PyData Berlin. Hybrid (online tickets). Prices from the archived FAQ (1 Mar 2024). Speakers: full pretalx schedule; affiliations from the 'Affiliation:' field on 2024.pycon.de session pages.
Ticket prices
| Ticket | Price | Valid until | Notes | Source |
|---|---|---|---|---|
| Online Student (regular) | €50 | — | web.archive.org | |
| Online Individual (regular) | €90 | — | web.archive.org | |
| Online Business (regular) | €190 | — | web.archive.org | |
| In-person Student (regular) | €250 | — | web.archive.org | |
| In-person Student (late bird) | €350 | — | web.archive.org | |
| In-person Individual (regular) | €400 | — | web.archive.org | |
| In-person Individual (late bird) | €550 | — | web.archive.org | |
| In-person Business (regular) | €690 | — | Regular price for the first 800 tickets | web.archive.org |
| In-person Business (late bird) | €890 | — | web.archive.org |
Sponsors 39
Title / headline 1
- Kleinanzeigen · Diamond
Gold 9
Silver 9
Community 5
- CodeCrafters · Community Partners
- PyData Berlin · Community Partners
- PyData Südwest · Community Partners
- PyLadies · Community Partners
- PyLadies Südwest · Community Partners
Other 6
- Django Software Foundation · Diversity Sponsors
- EuroPython Society · Diversity Sponsors
- NumFOCUS · Institutional Sponsors
- Pioneers Hub · Institutional Sponsors
- Python Software Foundation · Diversity Sponsors
- Python Softwareverband e.V. · Institutional Sponsors
Speakers and talks 148
| Speaker | Company | Role | Talk | Links |
|---|---|---|---|---|
| Hannes Mühleisen | — | Keynote | Keynote - Safe Space or Trap? Creating Software like DuckDB in Academic Institutions | — |
| Inessa Pawson | OpenTeams | Keynote | Keynote - The art and science of tending open source orchards | — |
| Leah Silen | NumFOCUS | Keynote | Keynote - A View From My Window - An Outside Perspective of Open Source Scientific Computing From the Inside | — |
| Ricardo Baeza-Yates | — | Keynote | Keynote - Ten Key Questions that a Company Should Ask to have Responsible AI | — |
| Adrian Boguszewski | Intel | Sponsor | Cloud? No Thanks! I’m Gonna Run GenAI on My AI PC | — |
| Aleksey Veresov | — | Tutorial | Build TikTok's Personalized Real-Time Recommendation System in Python with Hopsworks | — |
| Alenka Frim | Voltron Data | Tutorial | A deep dive into the Arrow Columnar format with pyarrow and nanoarrow | — |
| Alexander CS Hendorf | Pioneers Hub | Panel | Community Conferences under the Hood. Perspectives and Best Practices in Volunteer Organization | — |
| Alexander CS Hendorf | Pioneers Hub | Talk | PyCon Community Backstage: A Decade of Camaraderie, Growth, and Lessons Learned | — |
| Alexander Fischer | Trivago | Talk | Mostly Harmless Fixed Effects Regression in Python with PyFixest | — |
| Alexander Meier | paretos GmbH | Talk | Tackling the Cold Start Challenge in Demand Forecasting | — |
| Andrei Chernov | Flix | Talk | FlixBus CitySnap: How we use GenAI and not only to collect captivating images for cities and confirm their locations | — |
| Anja Kunkel | Mister Spex | Talk | Power structures. The fair advantage | — |
| Anna-Lena Popkes | inovex | Talk | When and how to start coding with kids | — |
| Anton Caceres | Tech-5 | Talk | Advanced Observability with OpenTelemetry and Python | — |
| Antonia Scherz | PD | Talk | You shall not pass! 🧙 Strengthen your python code against attacks. | — |
| Anuun | dltHub | Talk | The Struggles We Skipped: Data Engineering for the TikTok Generation | Slides |
| Artem Kislovskiy | — | Talk | Streamlining Python Development: A Practical Approach to CI/CD with GitHub Actions | — |
| Arthur Bayr | sdox GmbH | Tutorial | Django loves strawberries | — |
| Aya Elsayed | Bloomberg | Tutorial | No More Raw SQL: SQLAlchemy, ORMs & asyncio | — |
| Azan Bin Zahid | Amazon Web Services | Talk | Leveraging the Art of Parallel Unit Testing in Django | — |
| Bilge Yücel | deepset | Talk | Improve LLM-based Applications with Fallback Mechanisms | — |
| Bojan Miletic | Softerrific | Talk | Async Awaits: Mastering Asynchronous Python in FastAPI | — |
| Boris Gomaz | Ruder Boskovic Institute | Talk | How Python helped us uncover secrets of protein motion | — |
| Charles Truong | Paris-Saclay University | Talk | Everything you need to know about change-point detection | — |
| Cheuk Ting Ho | Python Software Foundation | Tutorial | PyO3 101 - Writing Python modules in Rust | — |
| Cheuk Ting Ho | — | Panel | (PyLadies Panel) Reflecting Within: Challenging Narratives in Tech Feminism | — |
| Cheuk Ting Ho | Python Software Foundation | Talk | Acknowledging Women’s Contributions in the Python Community Through Podcast | — |
| Christopher Bock | — | Sponsor | Connecting batteries with Python: Towards EV Charging with #zero emissions at #zero costs | — |
| Clemens Hübner | inovex | Talk | Better safe than sorry: Threat Modeling for Python Developers | — |
| Daniel Klitzke | Renumics GmbH | Talk | Breaking AI Boundaries: Fairness Metrics in Unstructured Data Domains | — |
| Daria Mokrytska | — | Talk | Tackling the Cold Start Challenge in Demand Forecasting | — |
| Darina Goldin | Bayes Esports Solutions | Tutorial | Lose your fear of equations! | — |
| Daryna Dementieva | Technical University of Munich | Talk | How to Do Monolingual, Multilingual, and Cross-lingual Text Classification in April, 2024 | — |
| David Vujic | Biolit AB | Talk | Python Monorepos: The Polylith Developer Experience | — |
| Dishant Sethi | Prodinit Software Solutions | Talk | I achieved peak performance in python, here's how ... | — |
| Dmitriy Pastushenkov | Intel | Sponsor | Cloud? No Thanks! I’m Gonna Run GenAI on My AI PC | — |
| Dr. Christian Leschinski | Axel Springer | Talk | Tailored and Trending: Key learnings from 3 years of news recommendations | — |
| Dr. Juan Orduz | Wolt | Talk | A conceptual and practical introduction to Hilbert Space Gaussian Process (HSGP) approximation methods | — |
| Dr. Kristian Rother | Blueberry.py | Tutorial | Refactoring Large Programs | — |
| Dr. Lisa Andreevna Chalaguine | Freelance | Talk | Can ChatGPT convince you to get a COVID19 vaccine? Comparing ChatGPT to an expert system - which one is more convincing? | — |
| Dr. Mirza Klimenta | — | Talk | Content Recommendation with Graphs: From Basic Walks to Neural Networks | — |
| Dr. Tania Allard | Quansight | Talk | Building accessible documentation sites | — |
| Emanuele Fabbiani | xtream | Talk | Marketing Media Mix Models with Python & PyMC: a Case Study | — |
| Emma Haley | dmTECH GmbH | Talk | From LLM as oracle to LLM as translator - our journey from theory to everyday’s practice in a corporate setting with dmGPT (and python) | — |
| Farah | Smartmicro | Talk | Green Software Engineering | — |
| Ferdinand Schenck | LiveEO | Talk | 🌳 The taller the tree, the harder the fall. Determining tree height from space using Deep Learning and very high resolution satellite imagery 🛰️ | — |
| Florian Jetter | — | Talk | Pandas + Dask DataFrame 2.0 - Comparison to Spark, DuckDB and Polars | — |
| Florian Roscheck | Henkel AG & Co. KGaA | Talk | From idea to production in a day: Leveraging Azure ML and Streamlit to build and user test machine learning ideas quickly | — |
| Florian Wilhelm | inovex | Talk | Streamlining Python Development: A Guide to a Modern Project Setup | — |
| Florian Wilhelm | inovex | Panel | Community Conferences under the Hood. Perspectives and Best Practices in Volunteer Organization | — |
| Freya Bruhin | — | Tutorial | pytest tips and tricks for a better testsuite | Slides |
| Gregor Bauer | Couchbase | Talk | Select ML from Databases | — |
| Guillaume Lemaitre | Probabl | Talk | A Retrieval Augmented Generation system to query the scikit-learn documentation | — |
| Gunar Maiwald | idealo internet GmbH | Talk | The key to reliability - Testing in the field of ML-Ops | — |
| Hector Hernandez | Babbel | Talk | Best of both worlds - How we built an AI-aided content creation tool for language learning | — |
| Hiba Jamal | dltHub | Talk | The Struggles We Skipped: Data Engineering for the TikTok Generation | Slides |
| Ignacio Vergara | — | Sponsor | Bridging the Gap: From Analytical Models to Operational Success | — |
| Ines Montani | Explosion | Talk | The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs | — |
| Jamie Coombes | Coefficient | Talk | Mojo 🔥 - Is it Python's faster cousin or just hype? | — |
| Jan Teichert-Kluge | — | Tutorial | Using ML to find out the "Why"? A Tutorial in Causal Machine Learning | — |
| Jannis Lübbe | Rosen | Talk | Enhance your balcony power plant with Python | — |
| Javier de la Rúa Martínez | — | Sponsor | Build a personalized Bitcoin (BTC) virtual assistant in Python with Hopsworks and LLM function calling | — |
| Jean Machado | GetYourGuide | Talk | DDataflow: An open-source end-to-end testing framework for ML pipelines | — |
| Jens Nie | Rosenxt | Talk | AsyncApp. My contribution to hype Pythons asyncio a bit more | — |
| Jens Nie | Rosenxt | Sponsor | Documenting R&D Progress using jupyter-book - and feel safe for the next performance audit | — |
| Johannes Bechberger | SAP | Talk | Python 3.12's new monitoring and debugging API | — |
| John Robert | — | Talk | Safeguarding Privacy and Mitigating Vulnerabilities: Navigating Security Challenges in Generative AI | — |
| John Sandall | Coefficient | Talk | Whispered Secrets: Building An Open-Source Tool To Live Transcribe & Summarize Conversations | — |
| Jon Nordby | Soundsensing | Talk | Machine Learning on microcontrollers using MicroPython and emlearn | — |
| Joris Van den Bossche | Voltron Data | Tutorial | A deep dive into the Arrow Columnar format with pyarrow and nanoarrow | — |
| Julian Wagenschütz | Volkswagen | Talk | There is a Better Way to Automate and Manage Your (Fluid) Simulations | — |
| Jürgen Gmach | Canonical | Talk | How to Improve the Python Development Experience for Millions of Ubuntu Users | — |
| Kateryna Budzyak | Malt | Talk | Is GenAI All You Need to Classify Text? Some Learnings from the Trenches | — |
| Katharine Jarmul | — | Panel | (PyLadies Panel) Reflecting Within: Challenging Narratives in Tech Feminism | — |
| Katharine Jarmul | — | Talk | Your Model _Probably_ Memorized the Training Data | — |
| Kristof Schröder | — | Talk | Data valuation for machine learning | — |
| Lais Carvalho | EuroPython Society | Panel | Community Conferences under the Hood. Perspectives and Best Practices in Volunteer Organization | — |
| Laysa Uchoa | Nordcloud | Talk | Boost your app to Flash speed by mastering performance tricks | — |
| Lea Petters | inovex | Talk | Best of both worlds - How we built an AI-aided content creation tool for language learning | — |
| Leonardo Rochael Almeida | HelloFresh | Tutorial | The Secret Life of Metaclasses | — |
| Lev Konstantinovskiy | Synthflow AI | Talk | Building Professional Voice AI with Vocode | — |
| Lisa Reiber | — | Talk | Public Money, Public Experiment - open source processes in the public administration | — |
| Luciano Ramalho | Oficinas Ramgarlic | Tutorial | The Secret Life of Metaclasses | — |
| Manish Saraswat | — | Sponsor | Better search relevance using Learning to Rank at mobile.de | — |
| Marc Palyart | Malt | Talk | Is GenAI All You Need to Classify Text? Some Learnings from the Trenches | — |
| Marcel Kurovski | Wolt | Talk | Personalizing Carousel Ranking on Wolt's Discovery Page: A Hierarchical Multi-Armed Bandit Approach | — |
| Marco Gorelli | Quansight | Talk | Polars and Time Series: what it can do, and how to overcome any limitation | Slides |
| Marie-Kristin Wirsching | inovex | Talk | Next Stop: Insights! How Streamlit and Snowflake Power Up Data Stories | — |
| Martin Hoermann | ORDIX AG | Talk | Encoding Charactersets - may the force be with you | — |
| Matthieu Amiguet | Les Chemins de Traverse | Talk | Replacing Callbacks with Generators: A Case Study in Computer-Assisted Live Music | — |
| Maxim Danilov | unemployed | Talk | µDjango, an asynchronous microservices technique. | — |
| Michael Panchenko | appliedAI Initiative GmbH | Talk | Reinforcement Learning: Bridging The Gap Between Research and Applications | — |
| Michael Seifert | — | Tutorial | Bulletproof Python - Property-Based Testing with Hypothesis | — |
| Miguel de Benito Delgado | TransferLab, appliedAI Institute gGmbH | Talk | Data valuation for machine learning | — |
| Mike Müller | Python Academy | Tutorial | Functional Python | — |
| Naa Ashiorkor Nortey | — | Panel | (PyLadies Panel) Reflecting Within: Challenging Narratives in Tech Feminism | — |
| Nataliia Kees | Airbus | Talk | Put your RAG to the test: Component-per-component evaluation of our LLM-powered airplane manufacturing assistant | — |
| Nathaniel Forde | Personio | Talk | Missing Data, Bayesian Imputation and People Analytics with PyMC | — |
| Nick Harmening | — | Sponsor | Bridging the Gap: From Analytical Models to Operational Success | — |
| Nicolas Guenon des Mesnards | — | Talk | Would you rely on ChatGPT to dial 911? A talk on balancing determinism and probabilism in production machine learning systems | — |
| Niklas Lederer | dmTECH GmbH | Talk | From LLM as oracle to LLM as translator - our journey from theory to everyday’s practice in a corporate setting with dmGPT (and python) | — |
| Noé Achache | Sicara | Talk | RAG for a medical company: the technical and product challenges | Video |
| Olamilekan Wahab | Zalando | Talk | The evolution of Feature Stores | — |
| Oliver Schacht | — | Tutorial | Using ML to find out the "Why"? A Tutorial in Causal Machine Learning | — |
| Paloma Oliveira | Sauce Labs | Panel | (PyLadies Panel) Reflecting Within: Challenging Narratives in Tech Feminism | — |
| Pascal Puchtler | Pascal Puchtler Software Entwicklung + Beratung | Talk | Which kind of software tests do I really need? | — |
| Patrick Hoefler | Coiled | Talk | Pandas + Dask DataFrame 2.0 - Comparison to Spark, DuckDB and Polars | — |
| Paula Gonzalez Avalos | appliedAI Institute gGmbH | Talk | How to embrace your Leadership role as a Data Nerd (or other creative types) | — |
| Pavithra Eswaramoorthy | Quansight | Tutorial | Build an AI Document Inquiry Chat with Offline LLMs | — |
| Philip Meier | Quansight | Tutorial | Build an AI Document Inquiry Chat with Offline LLMs | — |
| Philipp Millet | ZEISS | Sponsor | Time series anomaly detection with a human-in-the-loop | — |
| Philipp Stephan | — | Talk | Robust Configuration Management with Pydantic's Data Validation | — |
| Raúl Cumplido Domínguez | — | Tutorial | A deep dive into the Arrow Columnar format with pyarrow and nanoarrow | — |
| Rhythm Patel | Bloomberg | Tutorial | No More Raw SQL: SQLAlchemy, ORMs & asyncio | — |
| Robert Luce | Gurobi | Sponsor | Prescriptive Analytics in the Python Ecosystem with Gurobi | — |
| Robert Meyer | alcemy GmbH | Sponsor | Climate Crisis in Numbers | — |
| Robert Meyer | alcemy GmbH | Talk | Lessons learned from deploying Machine Learning in an old-fashioned heavy industry | — |
| Robson Junior | — | Talk | The pragmatic Pythonic data engineer | — |
| Rodrigo Girão Serrão | Textualize | Talk | 525 days working full-time on FOSS: lessons learned | — |
| Roman Krafft | — | Talk | You shall not pass! 🧙 Strengthen your python code against attacks. | — |
| Rosa Marie Keller | — | Talk | (Un)leashed potential of AI in Government | — |
| Ruben Arts | — | Talk | Bridging the worlds: pixi reimplements pip and conda in Rust | — |
| Sanket Verma | Zarr | Talk | Exploring Zarr: From Fundamentals to Version 3.0 and Beyond | — |
| Shahriyar Rzayev | Nord Security | Tutorial | Securing Python: Race Condition Vulnerabilities | Slides |
| Shyamnath Premnadh | The Qt Company | Talk | Deploying your Python application to Android | — |
| Silvano Cerza | deepset | Sponsor | Haystack 2.0: the story of a rewrite | — |
| Simon Pressler | KÖNIGSWEG | Talk | That’s it?! Dealing with unexpected data problems | — |
| Stefan Ulbrich | Blue Yonder | Tutorial | Performant, scientific computation in Python and Rust | — |
| Steffen Klempau | Wolt | Talk | Personalizing Carousel Ranking on Wolt's Discovery Page: A Hierarchical Multi-Armed Bandit Approach | — |
| Syed Ansab Waqar Gillani | — | Talk | Leveraging the Art of Parallel Unit Testing in Django | — |
| Tereza Iofciu | neuefische | Talk | Acknowledging Women’s Contributions in the Python Community Through Podcast | — |
| Theodore Meynard | GetYourGuide | Talk | DDataflow: An open-source end-to-end testing framework for ML pipelines | — |
| Thomas Fraunholz | Smart Cybersecurity GmbH | Talk | Unlock the Power of Dev Containers: Build a Consistent Python Development Environment in Seconds! | — |
| Tim Elfrink | The Stepstone Group | Talk | Beyond Deployment: Exploring Machine Learning Inference Architectures and Patterns | — |
| Tim Paine | — | Talk | High Performance Data Visualization for the Web | — |
| Tim Paine | — | Talk | Jupyter Notebooks for Print Media | — |
| Tobias Lampert | Lotum media GmbH | Talk | Unleashing Confidence in SQL Development through Unit Testing | — |
| Tobias Senst | idealo internet GmbH | Talk | The key to reliability - Testing in the field of ML-Ops | — |
| Tun Shwe | Quix | Talk | Moving from Offline to Online Machine Learning with River | — |
| Umut Nefta Kanilmaz | — | Talk | Analyzing COVID-19 Protest Movements: A Multidimensional Approach Using Geo-Social Media Data | — |
| Usman | Xebia | Talk | Using LLMs to Create Knowledge Graphs From a Large Corpus of Parliamentary Debates | — |
| Uwe L. Korn | QuantCo | Talk | Going beyond Parquet's default settings – be surprised what you can get | Slides |
| Valentina Scipione | Planet | Panel | Community Conferences under the Hood. Perspectives and Best Practices in Volunteer Organization | — |
| Valerio Maggio | — | Tutorial | Boost your Data Science skills with the new Python in Excel | — |
| Wolf Vollprecht | prefix.dev | Talk | Bridging the worlds: pixi reimplements pip and conda in Rust | — |
| Yuliia Barabash | Nordcloud | Talk | Boost your app to Flash speed by mastering performance tricks | — |
| Zoran Štefanić | Ruđer Bošković Institute | Talk | How Python helped us uncover secrets of protein motion | — |
Sources
- https://2024.pycon.de/
- https://2024.pycon.de/blog/conference-sold-out/
- https://2024.pycon.de/blog/late-birds-tickets/
- https://2024.pycon.de/blog/live-stream/
- https://web.archive.org/web/20240301142854/https://2024.pycon.de/frequently-asked-questions/
- https://pretalx.com/pyconde-pydata-2024/schedule/
- https://2024.pycon.de/program/