Below you can find a table of diffrent topics that were discussed during the EuroPython 2022 conference. There is a "Priority" column that implies how relevant (we thought) the talk was. You can find our notes in the different folders corresponding to the topic. Most of them are still quite draft-y. There are also links to the correct time-slots in the open YouTube-streams so you can watch them too :)
| Title | Topic | Priority (lo 0 - 10 hi) | Direct YouTube link | Tutorial/Talk/Keynote | Speaker | Watched by |
|---|---|---|---|---|---|---|
| The Design of Everyday APIs | Software Development | 10 | Link | Talk | Lynn Root, Spotify | MP |
| PySnooper: Never use print for debugging again | Testing / Debugging | 9 | Link | Talk | Ram Rachum | MP |
| Use animated charts to present & share your findings with ipyvizzu | Visualization | 9 | Link | Talk | Peter Vidos | MP |
| Managing complex data science experiments configurations with Hydra | Infrastructure / Tools | 9 | Link | Talk | Michal Karzynski | MP |
| Writing secure code in Python | Security | 9 | Link | Talk | Yan Orestes | MP |
| Create machine learning tool demos in Python! | Visualization, Machine Learning | 9 | Link | Talk | Omar Sanseviero, Huggingface | LK |
| Why is it slow? Strategies for solving performance problems | Debugging | 8 | Link | Talk | Caleb Hattingh | MP |
| Bulletproof Python - Property-based testing with hypothesis | Testing | 8 | NA | Tutorial (not recorded) | Michael Seifert | MP |
| Docker. tips and tricks | Infrastructure / Tools | 8 | Link | Talk | Haseeb Majid | LK |
| AI for content moderation, PayPal | Machine Learning | 8 | Link | Talk | Raghotham Sripadraj & Ryan Roggenkemper | LK |
| Data Visualization, beyond the basics | Data Visualizations | 8 | NA | Tutorial (not recorded) | Stefanie Molin | LK |
| TDD in Python with pytest | Testing / Software Development | 7 | NA | Tutorial (not recorded) | Leonardo Giordani | MP |
| PyArrow and the Future of Data Analytics | Infrastructure / Tools | 7 | Link | Talk | Alessandro Molina | MP |
| Creating great user interfaces on Jupyter Notebooks with ipywidgets | Visualization | 7 | Link | Talk | Deborah Mesquita | MP |
| Machine Translation engines evaluation framework | Machine Learning | 7 | Link | Talk | Anton Masalovich | MP |
| Packacking security with Nix | Security | 7 | Link | Talk | Ryan Lahfa | MP |
| Data validation for data science | Data Validation / Testing | 7 | NA | Tutorial (not recorded) | Natan Mish | LK |
| Python Objects Under the Hood | Python Functionality | 6 | NA | Tutorial (not recorded) | Rodrigo Girão Serrão | MP |
| CPython bugs & risky features | Security | 6 | Link | Talk | disconnect3d | MP |
| Making Python better one error message at a time | Python Functionality | 6 | Link | Talk | Pablo Galindo Salgado | LK |
| Protocols in Python: Why You Need Them | Python Functionality / Software Development | 5 | Link | Talk | Rogier van der Geer | MP |
| Secure Python ML -- The Major Security Flaws in the ML Lifecycle (and how to avoid them) | Security / Machine Learning | 5 | Link | Talk | Alejandro Saucedo | MP,LK |
| Tales of python Security | Security | 5 | Link | Talk | Steve Dower | LK |
| How To Train Your Graphics Card (To Read) | Machine Learning | 5 | NA | Tutorial (not recorded) | Matthew Carrigan | LK |
| Killer Robots Considered Harmful | Keynote, Ethics | 4 | Link | Keynote | Laura Nolan | MP |
| Automate cleaning code in few easy steps! | Software Development | 4 | Link | Talk | "Ester" | MP |
| Dodging AI Dystopia: you can't save the world alone | Keynote, Ethics | 4 | Link | Keynote | Dr. Nakeema Stefflbauer | MP |
| Unfolding the paper windmills | Machine Learning / Misc | 4 | Link | Talk | Mai Giménez | LK |
| Lessons learnt from building my own library | Software Development | 3 | Link | Talk | Stephanos | MP |
| What happens when you import a module? | Core Python | 3 | Link | Talk | Reuven M. Lerner | MP |
| Multithreaded Python without the GIL | Core Python, Keynote | 3 | Link | Keynote | Sam Gross | MP,LK |
| Data-warehouses meets Data-lakes | Infrastructure / Tools | 3 | Link | Talk | "Mauro" | LK |
| Work in Progress: Implementing PEP 458 to Secure PyPI downloads | Security | 2 | Link | Talk | Kairo de Araujo & Lukas Pühringer | LK |
| Norvig’s lispy: beautiful and illuminating Python code | Fun / Interesting | 1 | NA | Tutorial (not recorded) | Luciano Ramalho | MP |
| Python's role in unlocking the secrets of the Universe with the James Webb Space Telescope | Fun / Interesting | 1 | Link | Keynote | Dr. Patrick Kavanagh | MP,LK |
| Using Python to predict Asset price reversals | Fun / Interesting | 0 | Link | Talk | Niall O'Connor, Bank of America | MP |