monitoring ml system
Testing and Monitoring Machine Learning Model Deployments
Comfortable with Python Familiar with Scikit-Learn, Pandas, Numpy Comfortable with Data Science Fundamentals Can use Git version control Basic knowledge of Docker This is an advanced course Learn how to test & monitor production machine learning models. Learn how to test & monitor production machine learning models. You've taken your model from a Jupyter notebook and rewritten it in your production system. Are you sure there weren't any mistakes when you moved from the research environment to the production system? How can you control the risk before your deployment?