Introducing incompatible changes in Python
44 min

Introducing incompatible changes in Python

PyCon - PyCon US 2023
Victor Stinner
python python-2 python-3 deprecation-warnings backward-compatibility c-extensions hpy abi code-migration testing
Inside CPython 3.11's New Specializing, Adaptive Interpreter
24 min

Inside CPython 3.11's New Specializing, Adaptive Interpreter

PyCon - PyCon US 2023
Brandt Bucher
python cpython interpreter performance-optimization adaptive-interpreter specialization programming-languages compiler-internals python-3.11 developer-tooling
Cross-Server Data Joins on Slow Networks with Python
29 min

Cross-Server Data Joins on Slow Networks with Python

PyCon - PyCon US 2023
Bert Wagner
python data-joins data-transfer data-transformation remote-work distributed-systems memory-management data-querying
Build Yourself a PyScript
40 min

Build Yourself a PyScript

PyCon - PyCon US 2023
Paul Everitt Nicholas Tollervey
pyscript pyodide python webassembly web-development browser-python web-workers architecture
The ChatGPT Privacy Tango: Dancing with Data Security and Large Language Models
51 min

The ChatGPT Privacy Tango: Dancing with Data Security and Large Language Models

PyCon - PyCon US 2023
Jason Mancuso Mike Gardner
large-language-models llm chatgpt data-privacy data-security confidential-computing secure-enclaves attestation pii-removal named-entity-recognition python machine-learning
Breaking Away from the Empire: Avoiding the Evil Clutches of If-Then Statements
53 min

Breaking Away from the Empire: Avoiding the Evil Clutches of If-Then Statements

PyCon - PyCon US 2023
Jason Koo Alison Cossette
python graph-databases neo4j data-modeling algorithms pathfinding conditional-logic software-architecture refactoring developer-productivity relational-databases
Flagging in the Backend: Shipping APIs with Flask and LaunchDarkly
52 min

Flagging in the Backend: Shipping APIs with Flask and LaunchDarkly

PyCon - PyCon US 2023
Cody De Arkland
python flask launchdarkly feature-flags api-development backend-development developer-relations risk-management progressive-delivery dynamic-configuration
Python Meets Heterogeneous Computing
59 min

Python Meets Heterogeneous Computing

PyCon - PyCon US 2023
William Cunningham Santosh Kumar Radha
python heterogeneous-computing distributed-computing gpu quantum-computing hpc workflow-orchestration performance-optimization cloud-hpc open-source-tools data-science machine-learning
Python Profiling: State of the World
56 min

Python Profiling: State of the World

PyCon - PyCon US 2023
Shana Matthews Indragie Karunaratne
python profiling performance cpu-profiling sampling-profilers deterministic-profilers flame-graphs flame-charts cprofile spy observability debugging
Advancements in High-Performance AI/ML through PyTorch's Python Compiler
25 min

Advancements in High-Performance AI/ML through PyTorch's Python Compiler

PyCon - PyCon US 2023
Sam Gross Justin Jeffress Suraj Subramanian
pytorch python ai ml compiler performance gpu deep-learning jit dynamo triton
Python & Bloomberg: An Open Source Duo
58 min

Python & Bloomberg: An Open Source Duo

PyCon - PyCon US 2023
Pradyun Gedam Bernat Gabor Laszlo Kiss Kollar Mario Corchero Matt Wozniski Pablo Galindo Salgado
python open-source bloomberg packaging pip cpython performance profiling memory-profiler developer-tooling troubleshooting biostack
Fixing Legacy Code, One Pull Request at a Time
54 min

Fixing Legacy Code, One Pull Request at a Time

PyCon - PyCon US 2023
Guillaume Dequenne
legacy-code python flask code-quality static-analysis sonarcloud github-actions cicd technical-debt refactoring pull-request developer-workflow