SemanticScuttle - klotz.me

Tags: data engineering* + pipeline* + machine learning*

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1. Explainable Generic ML Pipeline with MLflow

   An article detailing how to build a flexible, explainable, and algorithm-agnostic ML pipeline with MLflow, focusing on preprocessing, model training, and SHAP-based explanations.

   2024-11-27 Tags: mlops, pipeline, mlflow, shap, xai, data engineering, feature engineering, machine learning, eda by klotz
2. Automating Data Pipelines with Python & GitHub Actions

   An article discussing a simple and free way to automate data workflows using Python and GitHub Actions, written by Shaw Talebi.

   2024-06-01 Tags: pipeline, python, github actions, machine learning, screwdriver, data engineering by klotz
3. Building an Open Source ML Pipeline: Part 1 | by Bennett Lambert | Apr, 2022 | Towards Data Science

   2022-04-11 Tags: data engineering, pipeline, machine learning, minio, python, kubernetes, production engineering by klotz

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