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ml-flakes

  • ingest.ipynb - Jupyter Notebook : contains basic code to write to sflk
  • ingestion_and_enrichment.ipynb - Notebook Contains code for interacting with marketplace weather data
  • abaloneML.ipynb - Notebook contains code for running ML model using SageMaker XGBoost on abalone data. Also includes XAI via SHAP and deployment
  • lambda_function.py - Lambda Function that abstracts the Sagemaker Deployment as a service. Can be used with API Gateway. Doesn't snflk external funcs
  • lambda_function_snow_external.py - Serverless function with support for snflk external funcs.

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