A sequence of steps needed to be followed to build a machine learning model is known as a machine learning pipeline. Because it's a sequential process, the output of one step becomes an input to the next step. As a result, we can simply monitor the workflow of our model by using the pipeline.
The machine learning pipeline to build an end-to-end project is-
We'll discuss these steps one by one.
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