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MLOps

Machine Learning MLOps Notes 

28 January, 2022 07:19

28 janvier 202220 février 2022 Francis Machine Learning, MLOps

https://medium.com/@anushkhabajpai/mlops-best-resources-340b69615df2

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Machine Learning MLOps Notes 

graviraja/MLOps-Basics

12 janvier 202220 février 2022 Francis Machine Learning, MLOps

https://github.com/graviraja/MLOps-Basics

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Machine Learning MLOps Notes 

NVIDIA is offering a four-hour, self-paced course on MLOps

8 janvier 202220 février 2022 Francis Machine Learning, MLOps

https://analyticsindiamag.com/nvidia-is-offering-a-four-hour-self-paced-course-on-mlops/

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Code GitHub Machine Learning MLOps Notes 

Microsoft & GitHub on Git-Based CI / CD for Machine Learning & MLOps | Iguazio

3 janvier 202220 février 2022 Francis Github, Machine Learning, MLOps

https://www.iguazio.com/sessions/git-based-ci-cd-for-machine-learning-mlops/?utm_campaign=LI_LeadAds_CI_CD_OnDemandWebinar4&utm_source=linkedin&utm_medium=paidsocial&li_fat_id=f15c53aa-870b-4744-b589-8a9a2dd03022

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Machine Learning MLOps Notes 

ZenML

22 décembre 202120 février 2022 Francis Machine Learning, MLOps

https://zenml.io/ ZenML – Reproducible Open-Source MLOps | ZenML ZenML is the open-source MLOps framework for reproducible ML pipelines and production-ready

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Machine Learning MLOps Notes 

Introduction to MLOps for Data Science

18 septembre 202120 février 2022 Francis Machine Learning, MLOps

https://pub.towardsai.net/introduction-to-mlops-for-data-science-e2ca5a759f68

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Machine Learning MLOps Notes 

BERT as a service

29 juin 202120 février 2022 Francis Machine Learning, MLOps

https://github.com/dimitreOliveira/bert-as-a-service_TFX GitHub – dimitreOliveira/bert-as-a-service_TFX: End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis. BERT as

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Machine Learning MLOps Notes 

BERT as a service

26 juin 202120 février 2022 Francis Machine Learning, MLOps

https://github.com/dimitreOliveira/bert-as-a-service_TFX GitHub – dimitreOliveira/bert-as-a-service_TFX: End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis. BERT as

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Google AI Machine Learning MLOps Notes 

Google Cloud launches Vertex AI, unified platform for MLOps | Google Cloud Blog

18 mai 202120 février 2022 Francis Google AI, Machine Learning, MLOps

https://cloud.google.com/blog/products/ai-machine-learning/google-cloud-launches-vertex-ai-unified-platform-for-mlops

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Machine Learning MLOps Notes 

What is MLOps? Machine Learning Operations Explained

9 avril 202120 février 2022 Francis Machine Learning, MLOps

https://www-freecodecamp-org.cdn.ampproject.org/c/s/www.freecodecamp.org/news/what-is-mlops-machine-learning-operations-explained/amp/

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  • General-purpose, long-context autoregressive modeling with Perceiver AR (Google & DeepMind, 2022)
  • 29 June, 2022 21:32
  • Full article: Five components of social design: A unified framework to support research and practice
  • Researchers From INRIA France Propose ‘Pythae’: An Open-Source Python Library Unifying Common And State-of-the-Art Generative AutoEncoder (GAE) Implementations – MarkTechPost
  • GitHub – SelfExplainML/PiML-Toolbox: PiML (Python Interpretable Machine Learning) toolbox for model development and validation

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