Conferences / PyData
PyCon DE & PyData Berlin 2019
Oct 9–11, 2019 · Kosmos (Karl-Marx-Allee 131a), Berlin, Germany
- Conference
- PyData Data science & ML
- Dates
- Oct 9, 2019 – Oct 11, 2019
- Venue
- Kosmos (Karl-Marx-Allee 131a)
- Place
- Berlin, Germany
- Format
- In person
- Status
- Past
- Attendance
- —
- Website
- 2019.pycon.de
- Recorded
- 31 sponsors · 137 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. Conference 9-11 Oct at Kosmos; sprints 12-13 Oct at Diconium (Mollstrasse 1). Prices from the archived ti.to shop (Jun 2019; early-bird tiers already sold out, prices not shown). Speakers: full session list from 2019.pycon.de/program; affiliations from the 'Affiliation:' field on each session page.
Ticket prices
| Ticket | Price | Valid until | Notes | Source |
|---|---|---|---|---|
| Student (regular) | €200 | — | web.archive.org | |
| Student (late bird) | €250 | — | web.archive.org | |
| Individual (regular) | €350 | — | web.archive.org | |
| Individual (late bird) | €400 | — | web.archive.org | |
| Business (regular) | €550 | — | Incl. 19% VAT; early-bird tiers sold out | web.archive.org |
| Business (late bird) | €650 | — | Late bird from 31 Aug 2019 | web.archive.org |
Sponsors 31
Gold 15
Community 3
- EuroPython Society · Community & Financial Aid Sponsors
- PyLadies · Community & Financial Aid Sponsors
- Python Software Foundation · Community & Financial Aid Sponsors
Speakers and talks 137
| Speaker | Company | Role | Talk | Links |
|---|---|---|---|---|
| Carla Hustedt | — | Keynote | Algo.Rules - How do we get the ethics into the code? | — |
| Łukasz Langa | Python Software Foundation | Keynote | Python 2020+ | — |
| Mariatta Wijaya | Zapier | Keynote | PEP 581 and PEP 588: Migrating CPython's Issue Tracker | — |
| Marie-Louise Timcke | FUNKE Zentralredaktion Berlin GmbH | Keynote | Extended Ligthning Talks CANCELLED: Crunching Numbers Like a Journalist | — |
| Peter Wang | Anaconda | Keynote | Rethinking Open Source in the Era of Cloud & Machine Learning | — |
| Adrin Jalali | Anaconda | Talk | Current affairs, updates, and the roadmap of scikit-learn and scikit-learn-contrib | — |
| Aislyn Rose | — | Talk | Take control of your hearing: Accessible methods to build a smart noise filter | — |
| Alessia Marcolini | Fondazione Bruno Kessler / University of Bristol | Talk | Version Control for Data Science | — |
| Alexander CS Hendorf | KÖNIGSWEG | Panel | Python Panel | — |
| Alexander CS Hendorf | KÖNIGSWEG | Talk | Data Literacy for Managers | — |
| Alexander Engelhardt | Engelhardt Data Science GmbH | Talk | Interpretable Machine Learning: How to make black box models explainable | — |
| Alexey Grigorev | OLX Group | Talk | Fighting fraud: finding duplicates at scale | — |
| Amlan Chakraborty | — | Tutorial | Decentralized and Privacy-Preserving ML via TensorFlow Federated | — |
| Andrada Pumnea | Futurice | Talk | Does hate sound the same in all languages? | — |
| Andrea Spichtinger | Syskron GmbH | Talk | Time Series Anomaly Detection for Bottling Machine Maintenance | — |
| Andreas Hantsch | CLOUD&HEAT Technologies GmbH | Talk | Machine learning with little data - from digital twin to predictive maintenance | — |
| Avaré Stewart | EOS DID (Otto Group) | Talk | Transforming a Legacy System into a Bias-Mitigating AI Solution for Debt Repayment | — |
| Bahadir Uyarer | Delivery Hero | Tutorial | Airflow: your ally for automating machine learning and data pipelines | — |
| Benedikt Rudolph | Lucht Probst Associates | Talk | Should I stay or should I go? Optimal exercise decisions using the Longstaff-Schwartz algorithm | — |
| Benjamin Bossan | NewYorker | Talk | skorch: A scikit-learn compatible neural network library that wraps pytorch | — |
| Caio Miyashiro | mytaxi | Tutorial | Hidden Markov Models for Chord Recognition - Intuition and Applications | — |
| Cheuk Ting Ho | — | Talk | Running An Open Source Project Like A Start Up | — |
| Chiin-Rui Tan | Rho Zeta AI | Talk | Python-Powered OSINT! Modernising Open Source Intelligence for Investigating Disinformation | — |
| Christian Barra | INFARM | Tutorial | Kubernetes 101 for Python Developers | — |
| Christian Barra | INFARM | Panel | Job Panel | — |
| Christine Spindler | George Robotics Ltd | Talk | How MicroPython went into space | — |
| Christoph Deil | MPIK | Talk | 10 ways to debug Python code | — |
| Christoph Heer | SAP | Talk | Is it me, or the GIL? | — |
| Corrie Bartelheimer | Europace AG | Talk | A Bayesian Workflow with PyMC and ArviZ | — |
| Dan Fritchman | HW21 | Talk | Chips Made From Python | — |
| Dânia Meira | AI Guild | Talk | Avoiding ML FOBO | — |
| Daniel Heinze | Microsoft | Tutorial | Build a Machine Learning pipeline with Jupyter and Azure | — |
| Daniel Ringler | Ancud IT | Talk | How to choose better colors for your data visualizations | — |
| Daniel Rios | Jonas und der Wolf | Talk | Optimizing Input: Building your own customized keyboard | — |
| Dare Imam-Lawal | Rho Zeta AI | Talk | Python-Powered OSINT! Modernising Open Source Intelligence for Investigating Disinformation | — |
| Darina Goldin | Bayes Esports Solutions | Talk | How strong is my opponent? Using Bayesian methods for skill assessment | — |
| David Schmudde | Nextjournal | Talk | Dr. Schmood's Notebook of Python Calisthenics and Orthodontia | — |
| David Wölfle | FZI Research Center for Information Technology | Talk | Loss Function Theory 101 | Video |
| Dmitry Nazarov | DataArt | Talk | CANCELLED: Fresh New Pythonic Database: EdgeDB (And Why It's the Future) | — |
| Dom Weldon | decisionLab | Talk | Dash: Interactive Data Visualization Web Apps with no Javascript | — |
| Dominik Henter | Ecosia | Tutorial | Parallel programming for python developers – Let’s Go(lang) | — |
| Dr. Benjamin Werthmann | werthmann.legal | Talk | Law, ethics and machine learning – a curious ménage à trois | — |
| Dr. Hendrik Niemeyer | Rosen | Talk | Docker and Python - A Match made in Heaven | — |
| Dr. Juan Orduz | — | Talk | Gaussian Process for Time Series Analysis | Slides |
| Dr. Tania Allard | Microsoft | Talk | Practical DevOps for the busy data scientist | — |
| Dustin Ingram | Talk | Static Typing in Python | — | |
| Edwin Jung | Quid | Talk | Mock Hell | — |
| Ellen König | Thoughtworks | Talk | Want to have a positive social impact as a data scientist? | — |
| Enrica Pasqua | Delivery Hero | Tutorial | Airflow: your ally for automating machine learning and data pipelines | — |
| Eran Friedman | CommonSense Robotics | Talk | Boosting simulation performance with Python | — |
| Eva Schreyer | Data Science for Social Good Berlin DSSG | Talk | Tackle the problems that really matter - leverage the power of data science in the service of humanity | — |
| Felicia Burtscher | TU Berlin | Talk | CANCELLED: First steps in Julia | — |
| Filipe Silva | FREE NOW | Tutorial | Using machine learning for Level Generation in Snake (video-game) | — |
| Florian Bruhin | — | Tutorial | pytest - simple, rapid and fun testing with Python | — |
| Florian Jetter | Blue Yonder | Talk | Kartothek – Table management for cloud object stores powered by Apache Arrow and Dask | — |
| Florian Wilhelm | inovex GmbH | Talk | Are you sure about that?! Uncertainty Quantification in AI | — |
| Franziska Horn | TU Berlin | Talk | Automated Feature Engineering and Selection in Python | — |
| Gina Häußge | OctoPrint | Talk | Driving 3D Printers with Python: Lessons Learned | — |
| Gönül Aycı | Bogazici University | Talk | Active Learning with Bayesian Nonnegative Matrix Factorization for Recommender Systems | — |
| Harald Bosch | Novatec | Talk | Creating an Interactive ML Conference Showcase | — |
| Hari Kishore Sirivella | OpenTable Inc | Talk | Monitoring infrastructure and application using Django, Sensu and Celery. | — |
| Hynek Schlawack | Variomedia AG | Panel | Python Panel | — |
| Ingo Stegmaier | KÖNIGSWEG | Talk | Developers vs. Enterprise | — |
| Irina Vidal Migallón | Siemens | Talk | Using adversarial samples to break and robustify your Vision Neural Network Models | — |
| Jacek Kołodziej | Growbots | Talk | Event-Sourced Story | — |
| James Powell | — | Talk | TBC | — |
| James Wootton | IBM | Tutorial | Quantum computing with Python | — |
| Jan-Benedikt Jagusch | Instaffo GmbH | Talk | Visualizing Interactive Graph Networks in Python | — |
| Jannes Quer | — | Talk | Time series modelling with probabilistic programming | — |
| Jeremy Tuloup | QuantStack | Talk | A Tour of JupyterLab Extensions | — |
| Jéssica Lins | Ecosia | Tutorial | Parallel programming for python developers – Let’s Go(lang) | — |
| Johannes Knopp | solute GmbH | Talk | 10 Years of Automated Category Classification for Product Data | — |
| Katharina Rasch | — | Talk | Tools that help you get your experiments under control | — |
| Katharina Rasch | — | Panel | Job Panel | — |
| Korbinian Kuusisto | Dalia Research | Talk | Leveraging the advantages of Bayesian Methods to build a data science product using PyMC3 | — |
| Lady Red | — | Talk | A Medieval DSL? Parsing Heraldic Blazons with Python | — |
| Lisa Zäuner | — | Talk | Tackle the problems that really matter - leverage the power of data science in the service of humanity | — |
| Luciano Ramalho | Thoughtworks | Talk | Beyond Paradigms: a new key to grok Python & other languages | — |
| Łukasz Langa | Python Software Foundation | Panel | Python Panel | — |
| Mariana Capinel | — | Talk | Where Linguistics meets Natural Language Processing | — |
| Marianna Diachuk | Women Who Code Kyiv | Talk | Applying deployment oriented mindset for building Machine Learning models | — |
| Marianne Stecklina | Omni | Talk | Why you should (not) train your own BERT model for different languages or domains | — |
| Mariatta Wijaya | Zapier | Panel | Python Panel | — |
| Martin Christen | FHNW | Talk | Detecting and Analyzing Solar Panels in Switzerland using Aerial Imagery | — |
| Marysia Winkels | Aidence | Talk | Equivariance in CNNs: how generalising the weight-sharing property increases data-efficiency | — |
| Matteo Guzzo | — | Panel | Job Panel | — |
| Maximilian Eber | QuantCo | Talk | Leveraging ML to obtain fine-grained (yet reliable) causal estimates from A/B tests and experiments | — |
| Mike Müller | Python Academy | Tutorial | Write your Own Decorators | — |
| Miroslav Šedivý | solute GmbH | Talk | Your Name Is Invalid! | — |
| Nelson Mooren | — | Talk | Using Overhead Video Capture to Analyse Grouping Behaviour of Dancers in a Silent Disco | — |
| Neslihan Edes | Ruhr-University Bochum | Talk | Birds of a feather flock together - Tracking pigeons with Python and OpenCV | — |
| Nicholas Herriot | Samsung Electronics | Talk | Using Micropython to develop an IoT multimode sensor platform with an Augmented Reality UI | — |
| Noa Tamir | — | Talk | Professional Development and Career Progression for Data Scientists | — |
| Olga | L1NDA | Talk | Getting started with FPGA with Python | — |
| Oliver Bestwalter | Avira | Talk | Abridged metaprogramming classics - this episode: pytest | — |
| Paloma | autonomous| part os PyLadies Berlin | Talk | From body and code <programming in times of acceptance> | — |
| Patrick Arminio | Verve | Talk | Strawberry: a dataclasses inspired approach to GraphQL | — |
| Pedro Saleiro | Feedzai | Tutorial | Fairness in decision-making with AI: a practical guide & hands-on tutorial using Aequitas | — |
| Peggy Sylopp | pexlab.space | Talk | Take control of your hearing: Accessible methods to build a smart noise filter | — |
| Peter Kairouz | Tutorial | Decentralized and Privacy-Preserving ML via TensorFlow Federated | — | |
| Philipp Rudiger | Anaconda | Talk | Panel: Turn any notebook into a deployable dashboard | — |
| Rachel Berryman | AI Guild | Talk | Avoiding ML FOBO | — |
| Raphael Pierzina | Mozilla | Talk | Introduction to automated testing with pytest | — |
| Roman Yurchak | — | Talk | vtext: text processing in Rust with Python bindings | — |
| Samet Atdag | Prisync | Talk | What we learned from scraping 1 billion webpages every month | — |
| Samuele Maci | Yelp | Talk | What if I tell you that your specs are broken | — |
| Sander Kooijmans | Protix | Talk | How to write tests that need a lot of data? | — |
| Sandrine Pataut | QBE Insurance | Tutorial | Get to grips with pandas and scikit-learn | — |
| Sarah Diot-Girard | PeopleDoc | Talk | Privacy-preserving Machine Learning for text processing | — |
| Sean Matthews | Deloitte | Talk | Time series modelling with probabilistic programming | — |
| Sebastian Neubauer | Blue Yonder | Talk | 6 Years of Docker: The Good, the Bad and Python Packaging | — |
| Sieer Angar | KÖNIGSWEG | Panel | Job Panel | — |
| Simon Danisch | Nextjournal | Talk | Julia for Python | — |
| Simone Robutti | Teraki | Talk | venv, pyenv, pypi, pip, pipenv, pyWTF? | — |
| Stefan Behel | — | Panel | Python Panel | — |
| Stefan Maier | Blue Yonder | Talk | Embrace uncertainty! Why to go beyond point estimators for valuable ML applications | — |
| Stefan Schwarzer | SSchwarzer.com | Talk | Commenting code — beyond common wisdom | — |
| Steph Samson | Mercedes-Benz | Tutorial | Package and Dependency Management with Poetry | — |
| Stéphane Wirtel | mgx.io | Talk | What’s new in Python 3.8? | — |
| Tania Vasilikioti | Babbel | Talk | Making the complex simple in data viz | — |
| Tanmoy Bandyopadhyay | Aricent | Tutorial | An Introduction to Concurrency and Parallelism using Python Programming Language | — |
| Teresa Ingram | — | Talk | The Sound of Silence: Online Misogyny and How we Model it | — |
| Tereza Iofciu | mytaxi | Talk | Lessons Learned as a Product Manager in Data Science | — |
| Tereza Iofciu | mytaxi | Panel | Job Panel | — |
| Thorben Jensen | Informationsfabrik GmbH | Talk | Automating feature engineering for supervised learning? Methods, open-source tools and prospects. | Slides |
| Tilman Krokotsch | IAV GmbH | Talk | Hide Code, Minimize Dependencies, Boost Performance - The PyTorch JIT | — |
| Tim Hoffmann | Carl Zeiss SMT GmbH | Talk | Break your API gently - or not at all | — |
| Tin Marković | Kiwi.com | Talk | Refactoring in Python: Design Patterns and Approaches | — |
| Tobias Sterbak | Freelancer @ depends-on-the-defintion | Tutorial | Managing the end-to-end machine learning lifecycle with MLFlow | — |
| Valentin Haenel | Anaconda | Tutorial | CANCELED: Create CUDA kernels from Python using Numba and CuPy. | — |
| Valerio Maggio | Fondazione Bruno Kessler / University of Bristol | Tutorial | Deep Learning for Healthcare with PyTorch | — |
| Varya | Zalando | Talk | 🌈Apache Airflow for beginners | — |
| Vasily Korf | JetBrains | Talk | AI Intentions and Code Completion | — |
| Vincent Warmerdam | GoDataDriven | Talk | Gaussian Progress | — |
| Yetunde Dada | QuantumBlack | Talk | Production-level data pipelines that make everyone happy using Kedro | — |
| Yurii Tolochko | BASF | Talk | Why you don’t see many real-world applications of Reinforcement Learning. | — |
| Yuta Kanzawa | Janssen Pharmaceutical K.K., Tokyo; Johnson & Johnson | Talk | Friend or Foe: Comparison of R & Python in Data Wrangling & Visualisation | — |