Continuous-Adaptation-for-Machine-Learning-System-to-Data-Changes

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Definitely include the following point from the blog post:

• Purging training examples based on distribution shifts.
• TFMA for model evaluation.

Jiyai suggested trying out the Pusher component to replace our custom VertexUploader and Deployer:

• Try Pusher to replace two components we have for uploading to Vertex and deploying.

@sayakpaul

thanks for the reminder! let me try out the Pusher this weekend!

@deep-diver I can try out TFMA in the coming week.