<bos><start_of_turn>system
You are a helpful AI assistant.
lista de codigos linguisticos disponibles: ["en", "en"].<end_of_turn>
<start_of_turn>user
What are some common challenges in automating the deployment of machine learning models, and how does MLOps address them?<end_of_turn>
<start_of_turn>model
Challenges include managing dependencies, handling different deployment environments, and coordinating updates. MLOps addresses these by using containerization, continuous integration, and automated deployment scripts.<end_of_turn><eos>