Catégorie : Notes
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How to Develop Inside a Container Using Visual Studio Code Remote Containers
https://www.docker.com/blog/how-to-develop-inside-a-container-using-visual-studio-code-remote-containers/ How to Develop Inside a Container Using Visual Studio Code Remote Containers – Docker Blog This is a guest post from Jochen Zehnder. Jochen is a Docker Community Leader and working as a Site Reliability Engineer for 56K.Cloud. He started his career as a Software Developer, where he learned the ins and outs of…
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How Modern Game Theory is Influencing Multi-Agent Reinforcement Learning Systems
https://medium.com/@jrodthoughts/how-modern-game-theory-is-influencing-multi-agent-reinforcement-learning-systems-2a64a3ba0c2c How Modern Game Theory is Influencing Multi-Agent Reinforcement Learning Systems Game theory dynamics are present everywhere in multi-agent reinforcement learning systems. What do you need to know about it? medium.com
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Visual Best Practices Course | DATAcated Academy
https://datacatedacademy.com/
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A Data Lake as Code, Featuring ChEMBL and OpenTargets
https://aws.amazon.com/fr/blogs/startups/a-data-lake-as-code-featuring-chembl-and-opentargets/ A Data Lake as Code, Featuring ChEMBL and OpenTargets | Amazon Web Services AWS Startup Solutions Architect Paul Underwood believes that a data lake is just another complex and heterogeneous infrastructure problem. In this post, he illustrates how you might build a data lake-as-code using the AWS Cloud Development Kit (CDK). Underwood will outline…
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ROC Curve explained using a COVID-19 hypothetical example: Binary & Multi-Class Classification tutorial
https://towardsdatascience.com/roc-curve-explained-using-a-covid-19-hypothetical-example-binary-multi-class-classification-bab188ea869c ROC Curve explained using a COVID-19 hypothetical example: Binary & Multi-Class Classification tutorial 1.1. ROC Definition. A receiver operating characteristic curve (ROC) curve is a plot that shows the diagnostic ability of a binary classifier as its discrimination threshold is varied.. Before I dig into the details, we need to understand that this discrimination…
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Variety Of Encoders In NLP – Master feature engineering for text
https://medium.com/modern-nlp/on-variety-of-encoding-text-8b7623969d1e Variety Of Encoders In NLP Master feature engineering for text medium.com
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The Most Underrated Python Packages
https://towardsdatascience.com/the-most-underrated-python-packages-e22bf6049b5e The Most Underrated Python Packages – Towards Data Science source: delphinmedia, via pixabay (CC0) In my experience as a Python user, I’ve come across a lot of different packages and curated lists. Some are in my bookmarks like the great awesome-python-data-science curated list, or awesome-python curated list. If you don’t know them, go check…
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Optimizing a multimillion-dollar cloud bill
https://info-acloud-guru.cdn.ampproject.org/c/s/info.acloud.guru/resources/continuous-cloud-cost-optimization?hs_amp=true
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Browse Digital Collection
https://dl.acm.org/browse/
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Acme: A new framework for distributed reinforcement learning | DeepMind
https://deepmind.com/research/publications/Acme
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Semantic Segmentation: the need, the intuition and the code
https://towardsdatascience.com/semantic-segmentation-the-need-the-intuition-and-the-code-d1bda5d0bfd2
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Illustrated Guide to Transformers – Towards Data Science
https://towardsdatascience.com/illustrated-guide-to-transformer-cf6969ffa067?gi=3fddb6939aee
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How the biggest consumer apps got their first 1,000 users – Issue 25 – Lenny’s Newsletter
https://www.lennyrachitsky.com/p/how-the-biggest-consumer-apps-got
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How We Scaled Bert To Serve 1+ Billion Daily Requests on CPUs
https://medium.com/roblox-tech-blog/how-we-scaled-bert-to-serve-1-billion-daily-requests-on-cpus-d99be090db26
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Deploy Any Resource With The New Kubernetes Provider for HashiCorp Terraform
https://www.hashicorp.com/blog/deploy-any-resource-with-the-new-kubernetes-provider-for-hashicorp-terraform/
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GitHub – huggingface/nlp: 🤗 nlp: datasets and evaluation metrics for Natural Language P rocessing in NumPy, Pandas, PyTorch and TensorFlow
https://github.com/huggingface/nlp
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Visual Studio Geeks | Hosting Jekyll website on Azure Static WebApps
https://www.visualstudiogeeks.com/azure/jekyll/jekyll-website-on-azure-static-webapp?utm_content=buffer765f8&utm_medium=social&utm_source=linkedin.com&utm_campaign=buffer
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GitHub – renatoviolin/next_word_prediction: Using transformers to predict next word and predict
word https://github.com/renatoviolin/next_word_prediction
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GitHub – denocris/NLP-Workshop-MLMilan
https://github.com/denocris/NLP-Workshop-MLMilan
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Microsoft’s OpenAI supercomputer has 285,000 CPU cores, 10,000 GPUs | Engadget
https://www-engadget-com.cdn.ampproject.org/c/s/www.engadget.com/amp/microsoft-openai-supercomputer-azure-150001119.html
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Google AI Blog: Open-Sourcing BiT: Exploring Large-Scale Pre-training for Computer Vision
https://ai.googleblog.com/2020/05/open-sourcing-bit-exploring-large-scale.html?m=1
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Machine-learning tool could help develop tougher materials | MIT News
http://news.mit.edu/2020/machine-learning-develop-materials-0520?fbclid=IwAR34T_PQBi2iKilKNrG_e-YTs-rvlQsHtJB8g8pi7OpZxw8_1UQeDRkTUnY
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OpenAI’s supercomputer collaboration with Microsoft marks its biggest bet yet on AGI | VentureBeat
https://venturebeat.com/2020/05/19/openai-microsoft-azure-supercomputer-ai-model-training/
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Stream your data changes in MySQL into ElasticSearch using Debezium, Kafka, and Confluent JDBC Sink Connector
https://towardsdatascience.com/stream-your-data-changes-in-mysql-into-elasticsearch-using-debizium-kafka-and-confluent-jdbc-b93821d4997b
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Why you should learn CatBoost now – Towards Data Science
https://towardsdatascience.com/why-you-should-learn-catboost-now-390fb3895f76
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AWS Certified Machine Learning – Specialty 2020 – A Cloud Guru
https://acloud.guru/learn/aws-certified-machine-learning-specialty?utm_medium=social&utm_source=linkedin&utm_campaign=postfity&utm_content=postfity3c548
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Spatial’s VR Meeting Rooms Are Now Open to Everyone | WIRED
https://www.wired.com/story/spatial-vr-ar-collaborative-spaces/
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Get started with Azure Fabric – Rebai Hamida – Medium
https://medium.com/@didourebai/get-started-with-azure-fabric-c4a12423df3c
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A Step by Step Guide to Tracking Hugging Face Model Performance | huggingface-demo | W&B
https://app.wandb.ai/jxmorris12/huggingface-demo/reports/A-Step-by-Step-Guide-to-Tracking-Hugging-Face-Model-Performance–VmlldzoxMDE2MTU
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AI advances to better detect hate speech
https://ai.facebook.com/blog/ai-advances-to-better-detect-hate-speech?refid=28&_ft_=qid.6826278824102425393%3Amf_story_key.3128306288263044700%3Atop_level_post_id.10156867284537143%3Acontent_owner_id_new.722677142%3Asrc.22%3Astory_location.5%3Astory_attachment_style.share%3Aview_time.1589366521%3Afilter.h_nor&__tn__=HH-R
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Introducing PyTorch BigGraph – Towards Data Science
https://towardsdatascience.com/introducing-pytorch-biggraph-4aeaec1559ec
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Training on a TPU parallelly using PyTorch XLA – Abhishek Swain – Medium
https://medium.com/@abhi08as.as/training-on-a-tpu-parallelly-using-pytorch-xla-4afef63ee7ac
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Release Dapr Runtime v0.7.0 · dapr/dapr · GitHub
https://github.com/dapr/dapr/releases/tag/v0.7.0
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Ultralearning | Scott H Young
https://www.scotthyoung.com/blog/ultralearning/
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Google AI Blog: An NLU-Powered Tool to Explore COVID-19 Scientific Literature
https://ai.googleblog.com/2020/05/an-nlu-powered-tool-to-explore-covid-19.html?m=1
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Working with Hugging Face Transformers and TF 2.0 – Towards Data Science
https://towardsdatascience.com/working-with-hugging-face-transformers-and-tf-2-0-89bf35e3555a
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Open source chat bot
We have studied recipes for large-scale open domain chatbots, and are releasing 90M, 2.7B and 9.4B parameter models with SOTA results. Blending conversational skills (personality, empathy, knowledge) and detailed decoding are key, in addition to scaling. Paper: https://arxiv.org/abs/2004.13637 Project: https://parl.ai/projects/recipes Blog post: https://ai.facebook.com/blog/state-of-the-art-open-source-chatbot with Stephen Roller Emily Dinan Naman Goyal, Dexter Wang, Mary Williamson, Yinhan…
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US patent office rules that artificial intelligence cannot legally be an inventor
https://www.theverge.com/2020/4/29/21241251/artificial-intelligence-inventor-united-states-patent-trademark-office-intellectual-property US patent office rules that artificial intelligence cannot legally be an inventor – The Verge The US Patent and Trademark Office (USPTO) has ruled that artificial intelligence systems cannot be credited as the inventor of a patent. The decision came in response to two patents created by an … www.theverge.com
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Springer has released 65 Machine Learning and Data books for free
https://towardsdatascience.com/springer-has-released-65-machine-learning-and-data-books-for-free-961f8181f189 Springer has released 65 Machine Learning and Data books for free Hundreds of books are now free to download. Springer has released hundreds of free books on a wide range of topics to the general public. The list, which includes 408 books in total, covers a wide range of scientific and technological topics.In order…
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DigitalWorkforce.ai | IPsoft | Amelia
https://www.ipsoft.com/digitalworkforce/ DigitalWorkforce.ai | IPsoft | Amelia DigitalWorkforce.ai The World’s First Marketplace for Digital Employees™ Start building your future workforce today through DigitalWorkforce.ai, the one-stop online marketplace where users can browse, interview and onboard Digital Employees™ powered by Amelia®, the industry-leading cognitive AI solution. www.ipsoft.com
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6 Strategies for Migrating Applications to the Cloud | Amazon Web Services
https://aws.amazon.com/fr/blogs/enterprise-strategy/6-strategies-for-migrating-applications-to-the-cloud/ 6 Strategies for Migrating Applications to the Cloud | Amazon Web Services “How emigration is actually lived — well, this depends on many factors: education, economic station, language, where one lands, and what support network is in place at the site of arrival.” -Daniel Alarcón This post outlines 6 different migration strategies we see customers implement…
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Azure + Red Hat: Expanding hybrid management and data services for easier innovation anywhere
https://azure.microsoft.com/fr-ca/blog/azure-red-hat-expanding-hybrid-management-and-data-services-for-easier-innovation-anywhere
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Cloud metadata management service now available | Google Cloud Blog – cloud.google.com
https://cloud.google.com/blog/products/data-analytics/data-catalog-metadata-management-now-generally-available Cloud metadata management service now available | Google Cloud Blog – cloud.google.com Google Cloud Data Catalog is a fully managed and scalable metadata management service. It can help your organization quickly discover, understand, and manage all your data from one simple interface. Accessible from within the Google Cloud console, Data Catalog allows immediate access…
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Researchers used machine learning to find entirely new algorithms for encoding exploration
https://astronite.in/researchers-used-machine-learning-to-find-entirely-new-algorithms-for-encoding-exploration/ Researchers used machine learning to find entirely new algorithms for encoding exploration Researchers have discovered many ways of encoding curious exploration into machine learning algorithms. Their machine-designed algorithms astronite.in
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Kubernetes-as-a-Service: EKS vs. AKS vs. GKE
https://blog.alcide.io/kubernetes-as-a-service-eks-vs.-aks-vs.-gke Kubernetes-as-a-Service: EKS vs. AKS vs. GKE Amazon Elastic Container Service for Kubernetes, Amazon EKS, provides Kubernetes as a managed service on AWS. Alcide natively integrates with EKS to provide unparalleled visibility and deep network security, monitoring of all running workloads, across multiple accounts and regions. blog.alcide.io
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Yann LeCun and Yoshua Bengio: Self-supervised learning is the key to human-level intelligence
https://venturebeat.com/2020/05/02/yann-lecun-and-yoshua-bengio-self-supervised-learning-is-the-key-to-human-level-intelligence/amp/ Yann LeCun and Yoshua Bengio: Self-supervised learning is the key to human-level intelligence | VentureBeat Self-supervised learning could lead to the creation of AI that’s more human-like in its reasoning, according to Turing Award winners Yoshua Bengio and Yann LeCun. Bengio, director at the … venturebeat.com
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Microsoft Releases Blazor WebAssembly 3.2.0 RC
https://www.infoq.com/news/2020/04/microsoft-blazor-webassembly-rc/
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Researchers unveil a pruning algorithm to make artificial intelligence applications run faster
https://techxplore.com/news/2020-04-unveil-pruning-algorithm-artificial-intelligence.html Researchers unveil a pruning algorithm to make artificial intelligence applications run faster As more artificial intelligence applications move to smartphones, deep learning models are getting smaller to allow apps to run faster and save battery power. Now, MIT researchers have a new and better way to compress models. techxplore.com