Catégorie : Notes
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always up, always on: My Bot just got powered by .NET Core 3.1, Docker, Kubernetes and Terraform
https://alwaysupalwayson.blogspot.com/2019/12/my-bot-just-got-powered-by-net-core-31.html?m=1
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Mining Twitter on IBM Cloud Platform – Towards Data Science
https://towardsdatascience.com/mining-twitter-on-ibm-cloud-platform-2adab9fb60ed
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The Decade of Deep Learning | Leo Gao
https://leogao.dev/2019/12/31/The-Decade-of-Deep-Learning/
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Word Sequence Decoding in Seq2Seq Architectures
https://towardsdatascience.com/word-sequence-decoding-in-seq2seq-architectures-d102000344ad Word Sequence Decoding in Seq2Seq Architectures – Towards Data Science A concise introduction to decoding algorithms in Natural Language Generation. Beam Decoding with k=3 at each time-step. Here, we search for a high scoring output sequence by keeping track of top k vocabulary outputs at each time-step while decoding.We usually stop our search when…
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ODSC WEST 2019 RECAP
https://storybydata.com/datacated-weekly/odsc-west-2019-recap/
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AutoViz: A New Tool for Automated Visualization
https://towardsdatascience.com/autoviz-a-new-tool-for-automated-visualization-ec9c1744a6ad AutoViz: A New Tool for Automated Visualization | Dan Roth Data Science Data scientists are often tasked with working through massive data stores to provide workable insights. These insights are then analyzed in order to identify patterns related to business intelligence or even human behavior. However, it may be one thing to construct data…
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Forbes Top 500 Employer Releases All-in-One Data Annotation Tool
https://becominghuman.ai/forbes-top-500-employer-releases-all-in-one-data-annotation-tool-48d54eb584dd
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Decision Tree Learning Analysis
https://www.glabstat.com/post/decision-tree-learning-analysis?fbclid=IwAR3qLCAPvIyxnrDpCg-S-IRm-MeQ3Bt3Icr6W2EIa7wDBe-KjWpov_JafuA
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Gartner: The Present and Future of Artificial Intelligence | PCMag.com
https://www-pcmag-com.cdn.ampproject.org/c/s/www.pcmag.com/article/371612/gartner-the-present-and-future-of-artificial-intelligence?amp=1
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ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators | OpenReview
https://openreview.net/forum?id=r1xMH1BtvB
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AugMix TF 2.0
https://colab.research.google.com/drive/1qEiPIWmYWqFa6YBkGKWNfTrIfKAMzW33
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AWS Offers Help for Enterprise Machine Learning Efforts – InformationWeek
https://www.informationweek.com/big-data/ai-machine-learning/aws-offers-help-for-enterprise-machine-learning-efforts/d/d-id/1336553
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GitHub – Yuheng-Li/MixNMatch
https://github.com/Yuheng-Li/MixNMatch
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Google AI Blog: ALBERT: A Lite BERT for Self-Supervised Learning of Language Representations
https://ai.googleblog.com/2019/12/albert-lite-bert-for-self-supervised.html?m=1
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Azure DevOps—Create a dashboard without a team
https://azure.microsoft.com/en-us/updates/create-a-dashboard-without-a-team/
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The first step in AI might surprise you
https://medium.com/hackernoon/the-first-step-in-ai-might-surprise-you-cbd17a35708a
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The Unicorn Project Review: Finding Flow with the Five Ideals
https://www.tasktop.com/blog/the-unicorn-project-review-finding-flow-with-the-five-ideals/
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The Flow Framework
https://flowframework.org/
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dotData And The Explosion Of Automated Machine Learning
https://www.forbes.com/sites/tomdavenport/2019/09/03/dotdata-and-the-explosion-of-automated-machine-learning/#5feb52942c3a
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Connecting Microsoft Azure and Oracle Cloud in the UK and Canada | Blog | Microsoft Azure
https://azure.microsoft.com/en-us/blog/connecting-microsoft-azure-and-oracle-cloud-in-the-uk-and-canada/
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Road detection using segmentation models and albumentations libraries on Keras
https://towardsdatascience.com/road-detection-using-segmentation-models-and-albumentations-libraries-on-keras-d5434eaf73a8
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Finland is making its online AI crash course free to the world – The Verge
https://www-theverge-com.cdn.ampproject.org/c/s/www.theverge.com/platform/amp/2019/12/18/21027840/online-course-basics-of-ai-finland-free-elements
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IBM’s ‘elite’ data science squad has kickstarted AI for more than 100 companies | VentureBeat
https://venturebeat.com/2019/12/15/ibms-elite-data-science-squad-has-kickstarted-ai-for-more-than-100-companies/amp/
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Popular Machine Learning Algorithms That You Should Know!
https://medium.com/eduonix/popular-machine-learning-algorithms-that-you-should-know-f0815e92fc22
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Scaling AI in Manufacturing Operations
https://www.capgemini.com/research/scaling-ai-in-manufacturing-operations/?utm_source=pr&utm_medium=referral&utm_content=digman_none_link_pressrelease_none&utm_campaign=digitalmanufacturing_cri_ai-operations
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BMW-InnovationLab · GitHub
https://github.com/BMW-InnovationLab
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Detecting stock market crashes with topological data analysis
https://towardsdatascience.com/detecting-stock-market-crashes-with-topological-data-analysis-7d5dd98abe42
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The Pros and Cons of Using JavaScript for Machine Learning
https://dlabs.ai/the-pros-and-cons-of-using-javascript-for-machine-learning/
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State-of-the-art table for Image Classification on ImageNet
https://paperswithcode.com/sota/image-classification-on-imagenet
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DNN vs. Human Reviews / Commentaries (sorted by year):3
https://docs.google.com/document/d/1qil2ylAnw6XrHPymYjKKYNDJn2qZQYA_Qg2_ijl-MaQ/mobilebasic
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Top 12 DevOps Tools for Your DevOps Implementation Plan
https://dzone.com/articles/top-12-devops-tools-for-your-devops-implementation Top 12 DevOps Tools for your DevOps Implementation Plan – DZone DevOps Top 12 DevOps tools. DevOps is a software development and delivery process that helps in emphasizing communication along with cross-functional collaboration between product management, software … dzone.com
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NeurIPS Workshop on Machine Learning for Creativity and Design 3.0 2
https://slideslive.com/38922087/neurips-workshop-on-machine-learning-for-creativity-and-design-30-2
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Bill Gates and MIT Have Predicted the World’s Next 10 Big Innovations. Here’s What They All Have in Common | Inc.com
https://www.inc.com/sean-wise/bill-gates-mit-have-predicted-worlds-next-10-big-innovations-heres-what-they-all-have-in-common.html?cid=sf01001
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This is how you put the data in Data Science! – Towards Data Science
https://towardsdatascience.com/this-is-how-you-put-the-data-in-data-science-5411c8a45122
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Facebook Cheat Sheet: All Sizes, Dimensions, and Templates 2019 – DreamGrow
https://www.dreamgrow.com/facebook-cheat-sheet-sizes-and-dimensions/
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20 Data Trends for 2020
https://storybydata.com/datacated-weekly/20-data-trends-for-2020/
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Google’s BERT changing the NLP Landscape
https://medium.com/sciforce/googles-bert-changing-the-nlp-landscape-5f4a7bf65cc5
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Malicious packages found to be typo-squatting in Python Package Index | Snyk
https://snyk.io/blog/malicious-packages-found-to-be-typo-squatting-in-pypi/
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GitHub – alirezadir/Production-Level-Deep-Learning: A guideline for building practical production-level deep learning systems to be deployed in real world applications.
https://github.com/alirezadir/Production-Level-Deep-Learning
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Understanding searches better than ever before
https://www.blog.google/products/search/search-language-understanding-bert
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We made Windows Server Core container images >40% smaller
They are now >40% smaller! The Windows Server team has already published the new images in the Server Core Insider Docker repo, and will eventually publish them to their stable repo with their 20H1 release. https://devblogs.microsoft.com/dotnet/we-made-windows-server-core-container-images-40-smaller/
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Announcing the preview of Azure Spot Virtual Machines | Blog | Microsoft Azure
https://azure.microsoft.com/en-us/blog/announcing-the-preview-of-azure-spot-virtual-machines/
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Remote Debugging a .NET Core Linux app in WSL2 from Visual Studio on Windows – Scott Hanselman
https://www.hanselman.com/blog/RemoteDebuggingANETCoreLinuxAppInWSL2FromVisualStudioOnWindows.aspx
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Biased Algorithms Are Easier to Fix Than Biased People – The New York Times
https://www.nytimes.com/2019/12/06/business/algorithm-bias-fix.html#click=https://t.co/lkLEpfDwF9
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Data Science Cheatsheets
https://github.com/abhat222/Data-Science–Cheat-Sheet Artificial Intelligence Big Data Data Engineering Data Mining Data Science Data Visualization Data Warehouse Deep Learning DevOps Docker & Kubernetes Excel Git Images Interview Questions Linux Machine Learning Mathematics Matlab NLP Numpy Ordinary Differential Equations Pandas Probability Python Scala SQL Statistics
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GitHub – LutzOfficial/100pMLbookFRglossary
https://github.com/LutzOfficial/100pMLbookFRglossary
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Slack notification from python · GitHub
https://gist.github.com/abhishekkrthakur/be27574a12bf00a9ede304ed9f87b244
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Parcats 0.0.1 released for interactive alluvial visualization
https://www.datisticsblog.com/2019/12/parcats-0-0-1-released/