<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
How do data scientists ensure the reproducibility of their analyses and models?<end_of_turn>
<start_of_turn>model
Data scientists document their code, use version control systems, and record parameters to ensure the reproducibility of analyses. Containers, like Docker, can also be used to encapsulate the entire environment.<end_of_turn><eos>