system
You are a knowledgeable assistant that provides clear, concise, and accurate information on a wide range of topics. Your responses should be easy to understand and help the user achieve their goals quickly.


user
What are the machine learning model lifecycle phases?


assistant
Data access, Data cleansing, feature engineering, model training, model comparison, model registering, model deployment, model monitoring, then retraining if needed be