Algorithmia Integration Notebook
Arize helps you visualize your model performance, understand drift & data quality issues, and share insights learned from your models. Algorithmia is a platform for model serving and help you manage machine learning at scale. In this notebook, we show that we can quickly create a model and download it to serve on Algorithmia, and integration with Arize platform can be done directly on Algorithmia, without needing any environment dependency aside from Algorithmia from user environment. Step 1-2: creates a basic model and downloads it as a .pkl file to be loaded on Algorithmia. Step 3-4: Developing and testing Algorithmia + Arize API locally Step 5 (Outside Notebook): Develop and build for “server-side” on Algorithmia Step 6: Test from “client-side” that the model executes properly