Friday, December 4, 2020

Machine Learning Workflow


Machine learning workflow is the visualization of common machine learning, deep learning and AI tasks. Note this flow chart is cyclical. Many iterations may be needed to improve the model. For example, the clean data, train and evaluate phase is often repeated many times.  

This is not the only way to visualize the workflow. Many variations of this chart exist and can capture nuances of different ML systems. For example, the Google ML workflow looks like this

Understand the most important data structure of deep learning and machine learning.  Click here. 

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