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
ID:986960932680163328
http://ethical.institute 19-04-2018 13:33:18
2,0K Tweets
4,2K Followers
31 Following
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 #ML Ops #AI Ops
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
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 #ML Ops #AI Ops #DataOps #augmentedintelligence #deeplearning
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 #ML Ops #AI Ops #DataOps #augmentedintelligence
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 #ML Ops #AI Ops #DataOps #augmentedintelligence
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 #ML Ops #AI Ops #DataOps #augmentedintelligence #deeplearning #privacy #kubernetes #datascience #python