Top Tweets for #driftDetection
Just launched a full ML Monitoring System. Local, real-time & built to catch silent model failures.
✅Flags drift
✅Retrains models
✅Logs everything
✅No cloud costs
Inspired by behavioral drift like Target’s pregnancy prediction.
Code + guide👇
#MLOps #AI #DriftDetection
#Day1 at @WorldSummitAI is already filled with talks, & networking time!
Our Head of #DataScience talk "Zen & the art of #DriftDetection" was a huge success!
Don't hesitate to step by our Booth D32 for more info, or a Helicon on-site demo
#worldsummitai #aibrains #BYOBrain
Couldn't make it to #KafkaSummit 2023? You can access all session recordings starting today! 🚀 Catch our Head of #DataScience,
@aleconflitti 's talk on "Memory Matters: #DriftDetection with a Low #Memory Footprint for #ML Models on #Kafka Streams." ➡️https://t.co/ybK4x1zkAT
🎤 Today is the day! Join us today at 11:10 AM for an exciting talk by our Head of #DataScience @aleconflitti at #KafkaSummit
"Memory Matters: #DriftDetection with a Low Memory Footprint for ML Models on #Kafka Streams."
👋 See you there also #online: https://t.co/Xg9a8VrSst
🚀Exciting News: Aporia partners with @awscloud @AWS_Partners to provide #AWS customers easy & reliable #ML observability.
Our listing on the @awsmarketplace brings you #driftdetection & #modelvisibility with a couple of clicks.🔥
Learn more👉🏻 https://t.co/MUFgqY8Evj
#AI #MLOps
With AccuKnox, you can identify and prevent unauthorized changes in real time, ensuring that your infrastructure's integrity is always maintained.
Learn more:: https://t.co/qOCYdr1qFF
#AccuKnox #DriftDetection #Prevention #InfrastructureSecurity
Let's talk about Why is #DriftDetection Important and How-to build a system that can tolerate a nominal amount of #drift but actively works to repair that as quickly as possible. 👉https://t.co/AUg8622sfn
#CICD #GitHubActions
Let's talk about Why is #DriftDetection Important and How-to build a system that can tolerate a nominal amount of #drift but actively works to repair that as quickly as possible. 👉https://t.co/32QDyH6zXs
#CICD #GitHubActions
Some results of the #EML4U project:
Publications & Overview: https://t.co/bnKX4JQrjh
WikimediaDumpExtractor: https://t.co/hcx23mjpVV
#driftDetection #conceptDrift #machineLearning #xai #wikipedia #wikimedia @HammerLabML
Let's talk about Why is #DriftDetection Important and How-to build a system that can tolerate a nominal amount of #drift but actively works to repair that as quickly as possible.
#CICD #GitHubActions https://t.co/AUg8622sfn
Wishing @unclekracker a very happy birthday with a side of #IaC security! 🎶
Just keeping cloud #driftdetection top-of-mind with this song stuck in our heads for the rest of the day ☁️☁️ https://t.co/NjNjqnr6XQ
Drift Detection in Text Data with Document Embeddings
Paper: https://t.co/waPQDVNz2t
Part of the IDEAL 2021 conference, Manchester, UK
#DriftDetection #embeddings
⚡️More paper acception news!⚡️
We've got a preview in the lab recently, now it's accepted at @IEEESSCI2021: Andrea Castellani's approach for task-sensitive concept #DriftDetection with constraint embedding. #arXiv paper: https://t.co/gF56qx00uL
Code: https://t.co/xiDGp2gnX0
#DriftDetection in #MachineLearning is hard! You want to detect it if drift affects performance, and ignore virtual drift, where performance is not affected.
Today in the lab, Andrea Castellani presented his approach to do exactly that!
Check it out here: https://t.co/No8EJYCzjB
#DriftDetection in #MachineLearning is hard! You want to detect it if drift affects performance, and ignore virtual drift, where performance is not affected.
Today in the lab, Andrea Castellani presented his approach to do exactly that!
Check it out here: https://t.co/No8EJYCzjB
Learn about model maintenance, deployment, automation, and more through Kubeflow.
Watch now! https://t.co/6qGJ8Rlo4j
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#MLOps #DevOps #Kubeflow #DataBricks #ModelOps #DigitalTransformation #DriftDetection #MLOpsExpert #CodeEnvironments #ErrorDetection #RoyalCyber
To help organizations keep cloud infrastructure aligned and secure, Drift Detection helps improve cloud security posture and enables teams to effectively manage IT infrastructure.
@PaloAltoNtwks
#PaloAltoNetworks #Bridgecrew #DriftDetection #PrismCloud
https://t.co/e3ncTrbrmR
#IBM Proposes Effective ML Drift Detection Via Weak Data Slices | https://t.co/F1cXSnJJIH
#AI #ML #ArtificialIntelligence #MachineLearning #Technology #DriftDetection
Interested in learning more about drift detection, ways drift can occur and risks it can pose if it goes undetected? Seldon researcher Oliver Cobb explains all about it here 👉 https://t.co/Npu8KgiokX #MLOps #machinelearning #datascience #seldon #driftdetection #alibidetect
When machine learning models are not relevant anymore, it might be due to underlying #datadrift. In the latest Data From the Trenches article, we introduce and review the concept of data drift through practical examples. https://t.co/DU4q58IF8J | #driftdetection #modeldrift
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