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The Institute for Ethical AI & Machine Learning @EthicalML

Research centre focused on developing Frameworks for the responsible design and deployment of AI. Led by volunteers: https://t.co/9F73u7BDq9 ethical.institute London, England Joined April 2018
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EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

Fantastic episode of"Talk Python Podcast" on"Python at Netflix" featured two guests from Netflix's Python Infrastructure team, Amjith Ramanujam and Srinivasan Ramanujam 📺 youtube.com/watch?v=yPBslO… #ML #MachineLearning #ArtificialIntelligence #AI #MLOps #AIOps #DataOps

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

Meta / Facebook has released their "approach to explaining (ML) ranking" 💡 This includes how posts are ranked in newsfeed, recommendations, ranking of comments, friend recommendations, notifications and more. transparency.fb.com/features/expla… #ML #MachineLearning

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

New free online course on "Large Language Models: Application through Production" 💡 A great resource for developers, data scientists, and engineers who aim to build applications powered by large language models. edx.org/course/large-l… #ML #MachineLearning

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

Future of Custom & Fine-Tuned LLMs 🔮 A great article from Outerbounds, the company behind Metaflow, which explores instruction tuning for large language models. outerbounds.com/blog/custom-ll… #ML #MachineLearning #ArtificialIntelligence #AI #MLOps #AIOps #DataOps

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

ML System Design Case Studies 🖥️ Evidently AI created a fantastic resource containing 200 real-word case studies of ML Systems from 64 companies including Netflix, Airbnb, and Doordash. evidentlyai.com/ml-system-desi… #ML #MachineLearning #ArtificialIntelligence #AI #MLOps #AIOps

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

🚀 This week in Machine Learning at Scale 🚀 In this edition we cover: 1) ML System Design Case Studies 2) Future of Custom Tuned LLMs 3) LLM App to Prod Databaricks 4) + more 🚀 linkedin.com/pulse/issue-23… #ML #MachineLearning #ArtificialIntelligence #AI #MLOps #AIOps #DataOps

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

Dealing with Train-serve Skew in Real-time ML Models: A Short Guide 🔭 A comprehensive article that demystifies the training-serving skew on ML models, which arises due to differences between training and serving environments in real-time ML models building.nubank.com.br/dealing-with-t… #ML

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

Stanford has put together an informative repo which introduces the "Foundation Model Transparency Index"; a framework which rates major AI providers like OpenAI and Google on their adherence to requirements specified in the EU Parliament's AI Act. Repo: github.com/stanford-crfm/…

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

New course from Andrew Ng's DeepLearning.AI in collaboration with AWS on Generative AI 🚀 It includes data gathering, model selection, performance evaluation, deployment, and how to adapt and optimize models to various use cases. deeplearning.ai/courses/genera… #ML #AI

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

The UK Government has adopted 3 of the 4 recommendations we made for the initial UK AI Regulation proposal; We have submitted further recommendations as part of the current open policy consultation for the UK AI Regulation Proposal 🚀 linkedin.com/feed/update/ur… #ML #AI #MLOps

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

🚀 This week in Machine Learning at Scale 🚀 1) UK Government AI Regulation 2) Andrew Ng Generative AI Course 3) MLOps at Reasonable Scale 4) Foundation Model Transparency 5) Train Serve Skew in ML Models 6) Upcoming MLOps Events 7) + more 🚀 linkedin.com/pulse/issue-23… #ML

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

8 annoying A/B testing mistakes every engineer should know 💡 This article highlights common A/B testing pitfalls as well as useful learnings. posthog.com/blog/ab-testin… #ML #MachineLearning #ArtificialIntelligence #AI #MLOps #AIOps #DataOps #augmentedintelligence #deeplearning

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

MITRE ML Security Mitigations 🥷 The article outlines a set of security mitigation strategies for machine learning systems based on MITRE ATLAS case studies. atlas.mitre.org/mitigations/ #ML #MachineLearning #ArtificialIntelligence #AI #MLOps #AIOps #DataOps #augmentedintelligence

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

Playing with Streamlit & LLMs 🎮 A great practical insight diving into practical LLM applications by Will Lethain, author of "The Staff Engineer". lethain.com/streamlit-llms/ #ML #MachineLearning #ArtificialIntelligence #AI #MLOps #AIOps #DataOps #augmentedintelligence

EthicalML Profile Picture

The Institute for Ethical AI & Machine Learning @EthicalML

10 months ago

The state of production ML in the 2023 Python ecosystem 💡 Our PyData Talk is now up in youtube! youtube.com/watch?v=xRFX5t… #ML #MachineLearning #ArtificialIntelligence #AI #MLOps #AIOps #DataOps #augmentedintelligence #deeplearning #privacy #kubernetes #datascience #python

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