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
Joyful Django DX with PyCharm
1h 2m

Joyful Django DX with PyCharm

PyCon - PyCon US 2023
Paul Everitt
django python pycharm web-development api-development fullstack-development developer-experience ide debugging testing django-rest-framework http-requests
Building LLM-based Agents: How to develop smart NLP-driven apps with Haystack
36 min

Building LLM-based Agents: How to develop smart NLP-driven apps with Haystack

PyCon - PyCon US 2023
Tuana Celik
llm agents nlp haystack python generative-ai prompt-engineering rag retrieval-augmented-generation developer-advocacy
How to build stunning Data Science Web applications in Python
55 min

How to build stunning Data Science Web applications in Python

PyCon - PyCon US 2023
Vincent Gosselin Florian Jacta
python data-science web-application low-code taipy data-visualization pipelines gui machine-learning dashboards api
Modern, typed Python for (multimodal) ML: From training to deployment
58 min

Modern, typed Python for (multimodal) ML: From training to deployment

PyCon - PyCon US 2023
Johannes Messner
python type-hints machine-learning mlops data-validation fastapi pydantic docarray deployment multimodal-ai tensor-shapes
Using Python to Power Serverless Applications
1h 3m

Using Python to Power Serverless Applications

PyCon - PyCon US 2023
Brian McNamara Dan Furman
python serverless aws-lambda api-gateway machine-learning data-streaming developer-experience observability testing ci-cd aws json