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41 min
Lessons learned from scaling large language models in production
MLOps World - MLOps World & Generative AI World 2024
Matt Squire
ray-serve
large-language-models
llm
rag
mlops
gpu
performance-optimization
inference
scaling
python
fastapi
kubernetes
vm
vector-database
30 min
Introducción a FastAPI
PyCon - PyCon US 2023
Sebastián Ramírez
fastapi
python
api-development
web-framework
type-annotations
pydantic
starlette
documentation
data-validation
performance
async-programming
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
1h 46m
Building a Model Prediction Server
PyCon - PyCon US 2023
Ethan Swan
python
fastapi
scikit-learn
machine-learning
api-development
model-serving
predictive-modeling
data-science
production-deployment
2h 26m
Web Development With A Python-backed Frontend: Featuring HTMX and Tailwind
PyCon - PyCon US 2023
Mario Munoz
python
fastapi
htmx
tailwind-css
web-development
frontend-development
templating
jinja
restful-api
html
css
database