Catégorie : Notes
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12 Kubernetes configuration best practices – Cloud Native Computing Foundation
https://www.cncf.io/blog/2019/10/04/12-kubernetes-configuration-best-practices/
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Top Questions: Containers and VMs Together – Docker Blog
https://www.docker.com/blog/top-questions-containers-and-vms-together/
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The best of both worlds: R meets Python via reticulate – head spin – the Heads or Tails blog
https://heads0rtai1s.github.io/2019/10/03/reticulate-intro/
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‘Backronym’ May Help To Generate Ideas in Machine Learning by Visualizing Hundreds of Research Papers Together | MarkTechPost
https://www.marktechpost.com/2019/09/29/backronym-may-help-to-generate-ideas-in-machine-learning-by-visualizing-hundreds-of-research-papers-together/
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Text Classification made easy with Elasticsearch
https://www.elastic.co/fr/blog/text-classification-made-easy-with-elasticsearch
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How I Migrated My Blog from GitHub Pages to Netlify
https://towardsdatascience.com/my-experience-migrating-my-blog-from-github-pages-to-netlify-92ff6c85fb04
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Neural Network: A Complete Beginners Guide from Scratch
https://medium.com/gadictos/neural-network-a-complete-beginners-guide-from-scratch-cf1fc9d5cd12
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Using machine learning to improve the Windows 10 update experience – Microsoft Tech Community – 877860
https://techcommunity.microsoft.com/t5/Windows-IT-Pro-Blog/Using-machine-learning-to-improve-the-Windows-10-update/ba-p/877860
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The Best 4-GPU Deep Learning Rig only costs $7000 not $11,000.
https://l7.curtisnorthcutt.com/the-best-4-gpu-deep-learning-rig
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Useful tools for developers running applications in Kubernetes
https://medium.com/flant-com/kubernetes-apps-developers-tools-97cd6ccae7dd
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Contextualizing Airbnb by Building Knowledge Graph – Airbnb Engineering & Data Science – Medium
https://medium.com/airbnb-engineering/contextualizing-airbnb-by-building-knowledge-graph-b7077e268d5a
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https://medium.com/hackernoon/ai-reality-checklist-be34e2fdab9
https://medium.com/hackernoon/ai-reality-checklist-be34e2fdab9
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Microsoft crunched data and found leaders shouldn’t work long hours
https://amp-businessinsider-com.cdn.ampproject.org/c/s/amp.businessinsider.com/microsoft-crunched-data-and-found-leaders-shouldnt-work-long-hours-2019-9 Francis Couture Entrepreneur | Conseiller en architecture de solution francis@artifici.ca | Tél: +1 418 951-4182 www.artifici.ca
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Containerised CI/CD pipelines with Azure DevOps – Brent Robinson – Medium
https://medium.com/@brentrobinson5/containerised-ci-cd-pipelines-with-azure-devops-74064c679f20
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ML.NET and Model Builder at .NET Conf 2019 (Machine Learning for .NET) | .NET Blog
https://devblogs.microsoft.com/dotnet/ml-net-and-model-builder-at-net-conf-2019-machine-learning-for-net/
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How public sector AI is going from hype to reality | Apolitical
https://apolitical.co/solution_article/how-public-sector-ai-is-going-from-hype-to-reality/?share=linkedin
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1607.01759 Bag of Tricks for Efficient Text Classification
https://arxiv.org/abs/1607.01759
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RemoteHQ
https://www.remotehq.com/
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Best Practices for Event-Driven Microservice Architecture – By mostlyjason
https://hackernoon.com/best-practices-for-event-driven-microservice-architecture-e034p21lk
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Visualizing 100,000 Amazon Products – Towards Data Science
https://towardsdatascience.com/vis-amz-83dea6fcb059
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Nvidia’s TensorRT deep learning inference platform breaks new ground in conversational AI – SiliconANGLE
https://siliconangle.com/2019/09/16/nvidias-tensorrt-deep-learning-inference-platform-breaks-new-ground-conversational-ai/
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DeepMind Has Quietly Open Sourced Three New Impressive Reinforcement Learning Frameworks
https://towardsdatascience.com/deepmind-quietly-open-sourced-three-new-impressive-reinforcement-learning-frameworks-f99443910b16
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Python for Beginners 1 of 44 Programming with Python | Python for Beginners | Channel 9
https://channel9.msdn.com/Series/Intro-to-Python-Development/Python-for-Beginners-1-of-44-Programming-with-Python
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Introduction to Azure DevOps for Machine Learning
https://techcommunity.microsoft.com/t5/AI-Customer-Engineering-Team/Introduction-to-Azure-DevOps-for-Machine-Learning/ba-p/857829
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State-of-the-art table for Image Classification on ImageNet
https://www.paperswithcode.com/sota/image-classification-on-imagenet
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p-christ/Deep-Reinforcement-Learning-Algorithms-with-PyTorch: PyTorch implementations of deep reinforcement learning algorithms and environments
https://github.com/p-christ/Deep-Reinforcement-Learning-Algorithms-with-PyTorch
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Google report assesses how AI can best serve humanity | VentureBeat
https://venturebeat.com/2019/09/12/google-report-assesses-how-ai-can-best-serve-humanity/
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AI Weekly: Cutting-edge research promises to imbue AI with contextual knowledge | VentureBeat
https://venturebeat.com/2019/08/30/ai-weekly-cutting-edge-research-promises-to-imbue-ai-with-contextual-knowledge/
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China has started a grand experiment in AI education. It could reshape how the world learns. – MIT Technology Review
https://www.technologyreview.com/s/614057/china-squirrel-has-started-a-grand-experiment-in-ai-education-it-could-reshape-how-the/
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How Twitter and AI (KDE + LDA) help to predict Crime?
https://towardsdatascience.com/how-twitter-and-machine-learning-kde-lda-help-to-predict-crime-5b8abbd15596
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https://www.nature.com/articles/s41567-019-0648-8
https://www.nature.com/articles/s41567-019-0648-8
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Use Performance Counters in .NET to measure Memory, CPU, and Everything – Full Guide – Michael’s Coding Spot
https://michaelscodingspot.com/performance-counters/
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How to setup an end-to-end Azure DevOps pipeline from an Azure Web App
https://jessicadeen-com.cdn.ampproject.org/c/s/jessicadeen.com/how-to-setup-an-end-to-end-azure-devops-pipeline-from-the-azure-portal/amp/
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Movie written by algorithm turns out to be hilarious and intense
https://arstechnica.com/gaming/2016/06/an-ai-wrote-this-movie-and-its-strangely-moving/?amp=1
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Simplify your research experiments with Kubernetes | OVHcloud Blog
https://www.ovh.com/blog/simplify-your-research-experiments-with-kubernetes/
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eriklindernoren/ML-From-Scratch: Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep learning.
https://github.com/eriklindernoren/ML-From-Scratch
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A receipe to deploy your Azure resources with Terraform
https://alwaysupalwayson.blogspot.com/2019/09/a-recipe-to-deploy-your-azure-resources.html?m=1
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Why we use Terraform and not Chef, Puppet, Ansible, SaltStack, or CloudFormation
https://blog.gruntwork.io/why-we-use-terraform-and-not-chef-puppet-ansible-saltstack-or-cloudformation-7989dad2865c
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DeepIndex
https://deepindex.org/
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Continuous Delivery for Machine Learning
https://martinfowler.com/articles/cd4ml.html
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https://towardsdatascience.com/breaking-bert-down-430461f60efb
https://towardsdatascience.com/breaking-bert-down-430461f60efb
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Facebook Insights Explained: Page Views, Post Impressions & More | DashThis
https://dashthis.com/blog/understanding-facebook-page-views/?utm_source=facebook.com&utm_medium=social&utm_campaign=group Francis Couture Entrepreneur | Conseiller en architecture de solution francis@artifici.ca | Tél: +1 418 951-4182 www.artifici.ca
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How the .NET Team uses Azure Pipelines to produce Docker Images | .NET Blog
https://devblogs.microsoft.com/dotnet/how-the-net-team-uses-azure-pipelines-to-produce-docker-images/
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How I Grew My Dying Facebook Traffic
https://neilpatel-com.cdn.ampproject.org/c/s/neilpatel.com/blog/facebook-traffic-messenger/amp/
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DevOps and Cloud InfoQ Trends Report – February 2019
https://www.infoq.com/articles/devops-cloud-trends-2019/?utm_source=linkedin&utm_medium=link&utm_campaign=calendar
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How to setup the interconnect between Oracle Cloud Infrastructure and Microsoft Azure
https://medium.com/@j.jamalarif/how-to-setup-the-interconnect-between-oracle-cloud-infrastructure-and-microsoft-azure-da359233e5e9
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https://www.profillic.com/paper/arxiv:1906.08236
https://www.profillic.com/paper/arxiv:1906.08236
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ResNext WSL | PyTorch
https://pytorch.org/hub/facebookresearch_WSL-Images_resnext/