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EthicalML

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A curated list of awesome year-in-review and annual trends / predictions for 2022, 2023 and beyond 🚀

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kafka-spark-streaming-zeppelin-docker

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explainability-and-bias

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fml-security

Practical examples of "Flawed Machine Learning Security" together with ML Security best practice across the end to end stages of the machine learning model lifecycle from training, to packaging, to deployment.

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state-of-mlops-2020

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ethical

This is the live website of The Institute for Ethical AI & ML, as well as The 8 Principles for Machine Learning.

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sml-security

MLOps Cookiecutter Template: A Base Project Structure for Secure Production ML Engineering

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machine-learning-principles-in-slides

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reproducible-machine-learning

List of articles that contain best practices about reproducible machine learning

ai-rfx-procurement-framework

ai-risk-and-impact

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apc2018-ethical-framework-talk

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meditations-on-first-deployment

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strategy-2018

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ethically-aligned-licenses

iceml2019

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EthicalML/awesome-annual-reviews-and-trends

EthicalML

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