Machine Learning With Go

Building a Pachyderm machine learning pipeline

As you have already seen, our example machine learning pipeline has two stages. The model stage of our pipeline will train a model and export a persisted version of this model to a file. The prediction stage of our pipeline will utilize the trained model to make predictions for input attribute files. Overall, this pipeline will look like the following in Pachyderm:

Each of the cylinders in the preceding figure represents a Pachyderm data repository of versioned data. You were already exposed to these data repositories in Chapter 1, Gathering and Organizing Data. Each of the boxes represents a ...