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Tags: data engineering* + machine learning*

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1. 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
2. Accelerating ML Application Development: Production-ready Airflow Integrations with Critical AI Tools

   - standardization, governance, simplified troubleshooting, and reusability in ML application development.
   - integrations with vector databases and LLM providers to support new applications -
   provides tutorials on integrating

   2024-05-11 Tags: openai, cohere, weaviate, pgvector, opensearch, apache, airflow, llm, data engineering, machine learning by klotz
3. Machine Learning on GCP: From Notebooks to Pipelines

   Notebooks are not enough for ML at scale

   2024-05-11 Tags: data science, data engineering, gcp, machine learning, vertex by klotz
4. 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
5. The modern data pattern. Replyable data processing and ingestion… | by Luca Bigon | Jan, 2022 | Towards Data Science

   2022-01-31 Tags: lambda architecture, repeatability, snowflake, dbt, pulumi, data engineering, machine learning, data warehouse by klotz
6. Tecton Feature Stora

   2021-11-16 Tags: tecton, machine learning, data engineering, feature store by klotz
7. 7 Best Python Packages Kagglers Are Using Without Telling You | Towards Data Science

   2021-08-09 Tags: data science, data engineering, exploratory data analysis, shap, explainability, machine learning, jupyter, python, training, ensemble by klotz
8. The Self-Learning Path To Becoming A Data Scientist, AI or ML Engineer | by Jerry Buaba | Jul, 2020 | Towards Data Science

   The Self-Learning Path To Becoming A Data Scientist, AI or ML Engineer

   2020-08-05 Tags: data scientist, data engineering, machine learning, education, towardsdatascience by klotz
9. “Essential Cheat Sheets for Machine Learning and Deep Learning Engineers”

   2018-09-03 Tags: cheat sheet, machine learning, data science, keras, matplotlib, jupyter, scipy, pyspark, data engineering by klotz

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