Code and Directions for Learning Lab assignments in Stanford Course BUS 282 - Leading Data Driven Organizations. Students can find instructions within the relevant folders in this repo.
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Data Pipeline Learning Lab: A simple script that demonstrates an example data pipeline. This example includes the code, dependencies, API call, and storage options.
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Build a Model with Data Learning Lab: Training a classification model with data collected from the data pipeline. This example includes the training dataset, model training code, model evaluation, and model deployment example.
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Final Project: The instructions to build and deploy a simple end-to-end data product. This product (web application) includes a data pipeline, ML model, and deployment pipeline.