Recordings

Here you can find recorded talks and slides of the past summits.

2024 - Day 2

full YouTube playlist full media.ccc.de playlist

• Artificial Intelligence: Why Explanations Matter
  Albert Weichselbraun [slides]
• Learning From Experiments With Causal Machine Learning
  Kevin Klein, Francesc Martí Escofet [slides]
• Quantum Machine Learning: Qiskit 1.X vs PennyLane 0.X
  Pavel Sulimov [slides]
• From SHAP to EBM: Explain your Gradient Boosting Models in Python
  Emanuele Fabbiani [slides]
• Demystifying Spark: A Deep Dive into Its Workings
  Neil Gibbons [slides]
• More Than Pixels - Unlock your image data with Vision-Language Models
  Johannes Kolbe
• Even if we desperatly want to, we do not always need Deep Learning
  Jan Werth, Christopher Wetekamp [slides]
• Prototype to Production for RAG applications
  Isaac Chung [slides]
• Lightning Talks, Day 2
  [slides]

2024 - Day 1

full YouTube playlist full media.ccc.de playlist

• Empowering Independence: Robot-Assisted Shopping for the Visually Impaired with Product Recognition
  Chantal Keller [slides]
• Automate your network in 5 easy steps with Python and Netmiko
  Luca Gubler [slides]
• Code Makeover: Mastering the Art of Python Refactoring
  Bojan Miletic
• The hitchhiker's guide to asyncio
  Emanuele Fabbiani [slides]
• Float - Everything You Wanted to Know About
  Konrad Gawda [slides]
• Parallel Python at last? Subinterpreters & free-threading in practice
  Vita Midori [slides]
• Property based testing with Hypothesis
  Florian Bruhin [slides]
• Lab Automation with Python
  Jürg Rast [slides]
• Lightning Talks, Day 1
  [slides]

2023

full YouTube playlist full media.ccc.de playlist

• Proving Python code correct with Nagini
  Marco Eilers [slides]
• Did you know Matplotlib could do that?
  Teresa Kubacka [slides]
• Kivy: Cross-platform App development for Pythonistas
  Mirko Galimberti [slides]
• A walk with CPython
  Sadhana Srinivasan [slides]
• Documenting Python Code
  Christian Heitzmann [slides (external link)]
• Voice Control in Action: A Python-Based Approach for Operating a Quadrupedal Robot
  Robin Ehrensperger [slides]
• A Short History of Python Web Frameworks
  Quazi Nafiul Islam [slides]
• Asynchronous Multiprocess Large Model Training on PyTorch for Synthetic Cities Generation
  Pavel Sulimov [slides]
• Lightning Talks
  [slides]

2022

full YouTube playlist full media.ccc.de playlist

• Python Folks, Keep Being So Warm and Welcoming. People Are Staying in Tech Because of You!
  Mahe Iram Khan [slides]
• Rust for Python Developers
  Dave Halter [slides]
• Running Machine Learning in Production – a Journey to Success
  Martin Stypinski
• CLI Applications & TDD: Never Write Scripts Again
  Peter Bittner [slides]
• Pydantic Configuration Management With ConfZ
  Silvan Melchior [slides]
• Game Development With CircuitPython
  Radomir Dopieralski [slides]
• Static Type Checking With Mypy
  Michał Gutowski [slides]
• MicroPython on the RP2040
  Tobias Gresch [slides]
• Automating Teaching About Automation in Python
  Florian Bruhin [slides]

2018

full YouTube playlist

• Rocket Science and Software Engineering
  Carina Haupt [slides]
• From Exploring Data Interactively to Creating Reproducible Pipelines
  Tim Head
• Comprehensions: Origin, History, Use
  Raphael Das Gupta
• Leveraging Neural Networks and Python to Forecast Train Delays in the Swiss Railway Network
  Gabriel Krummenacher / Beat Wettstein [slides]
• Real Time Django
  Iacopo Spalletti
• SpyPi: An Attempt to Get Students Into Data Security
  Sarah Mühlemann [slides]
• Let's Talk About GIL!
  Amit Kumar [slides]
• Serverless Computing: FaaSter, Better, Cheaper and More Pythonic
  Josef Spillner [slides]
• 12 Factor Apps for Data-Science with Python
  Peter Hoffmann

2017

full YouTube playlist

• Writing Code for Science and Data
  Gaël Varoquaux [slides]
• Hobby Electronics with MicroPython
  Radomir Dopieralski [slides]
• RevDB, a Reverse Debugger
  Armin Rigo [slides]
• Scraping the Federal Administrative Court's Database
  Barnaby Skinner [slides]
• Python is Weird
  Dave Halter [slides]
• Massively Multiplayer Online Game Servers in Twisted Python
  Dan Maas [slides]
• Scalable Python with Docker, Kubernetes and Openshift
  Aarno Aukia [slides]
• Python, Locales and Writing Systems
  Rae Knowler [slides]
• Python in the Hardware Industry
  Raphael Nestler [slides]

2016

full YouTube playlist

• Python's Guide to the Galaxy
  Tom Ron [slides]
• API Design is Hard
  Dave Halter [slides]
• CFFI: Call C from Python
  Armin Rigo [slides]
• 3D Computer Graphics with Python
  Martin Christen [slides]
• Charming Snake: Python for Live Music
  Matthieu Amiguet
• Coding/Decoding the Cosmos
  Chihway Chang [slides]
• Powerful Web Scraping and Searching with Python
  Michael Rüegg [slides]
• Getting Started with IPython
  Jacinda Shelly [slides]
• Pytest: Rapid Simple Testing
  Florian Bruhin [slides]