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react
python
javascript
typescript
ruby-on-rails
ruby
machine-learning
kubernetes
9 min
MLOps Isn't That Hard: Modular Stack with Open-Source Tools
MLOps World - MLOps World & Generative AI World 2024
Adam Probst
pipelines
mlops
machine-learning
python
open-source
data-science
devops
deployment
orchestration
reproducibility
automation
30 min
Fast and Reproducible: Taming AI/ML Dependencies
MLOps World - MLOps World & Generative AI World 2024
Savin Goyal
mlops
ai
ml
dependency-management
python
conda
pip
docker
reproducibility
metaflow
data-science
ml-stack
11 min
Supercharge ML Teams: ZenML's Real World Impact in the MLOps Jungle
MLOps World - MLOps World & Generative AI World 2024
Adam Probst
mlops
machine-learning
zenml
pipelines
experiment-tracking
reproducibility
scalability
collaboration
deployment
python
cloud-deployments
data-science
31 min
Reproducible molecular simulations with Python
PyCon - PyCon US 2023
Ivรกn Pulido
python
molecular-dynamics
simulations
scientific-computing
openmm
machine-learning
ai
reproducibility
computational-chemistry
computational-physics