投稿時間:2022-08-25 03:19:40 RSSフィード2022-08-25 03:00 分まとめ(25件)

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AWS	AWS News Blog	New – AWS Support App in Slack to Manage Support Cases	https://aws.amazon.com/blogs/aws/new-aws-support-app-in-slack-to-manage-support-cases/	New AWS Support App in Slack to Manage Support CasesChatOps speeds up software development and operations by enabling DevOps teams to use chat clients and chatbots to communicate and run tasks DevOps engineers have increasingly moved their monitoring system management continuous integration CI and continuous delivery CD workflows to chat applications in order to streamline activities in a single place and enable better collaboration …	2022-08-24 17:10:42
AWS	AWS Big Data Blog	How Fresenius Medical Care aims to save dialysis patient lives using real-time predictive analytics on AWS	https://aws.amazon.com/blogs/big-data/how-fresenius-medical-care-aims-to-save-dialysis-patient-lives-using-real-time-predictive-analytics-on-aws/	How Fresenius Medical Care aims to save dialysis patient lives using real time predictive analytics on AWSThis post is co written by Kanti Singh Director of Data amp Analytics at Fresenius Medical Care Fresenius Medical Care is the world s leading provider of kidney care products and services and operates more than dialysis centers in the US alone The company provides comprehensive solutions for people living with chronic kidney disease and related …	2022-08-24 17:34:16
AWS	AWS Management Tools Blog	Create ServiceNow Incidents for Amazon CloudWatch Alarms using AWS Service Management Connector for ServiceNow	https://aws.amazon.com/blogs/mt/create-servicenow-incidents-for-amazon-cloudwatch-alarms-using-aws-service-management-connector-for-servicenow/	Create ServiceNow Incidents for Amazon CloudWatch Alarms using AWS Service Management Connector for ServiceNowMany customers use ServiceNow for Incident Management and have asked how they can create ServiceNow incidents when CloudWatch alarms are triggered in their AWS environment The AWS post Learn how to leverage Amazon CloudWatch alarms to create an incident in ServiceNow explains how to leverage Amazon Simple Notification Service Amazon SNS topics to send messages …	2022-08-24 17:08:15
AWS	AWS - Webinar Channel	Episode 1 - Accounts, Access, and Audit trails - AWS Virtual Workshop	https://www.youtube.com/watch?v=fHt0_cS_-5A	Episode Accounts Access and Audit trails AWS Virtual WorkshopStarting with the right foundations helps ensure that your cloud migration delivers on the promise of business value In this episode we will describe the importance of a good multi account strategy and walk through patterns for organizing your AWS accounts and establishing access for your application teams We will also review patterns for creating centralized audit trails Learning Objectives Objective Understand the breadth of AWS governance capabilities Objective Learn how to build foundational governance capability for your organization Objective Gain expertise to organizing your AWS environment managing access in a multi account environment and simplifying the implementation of audit trails To learn more about the services featured in this talk please visit	2022-08-24 17:30:08
python	Pythonタグが付けられた新着投稿 - Qiita	プログラミング初心者がアイスクリームの消費量を回帰分析してみた	https://qiita.com/doroR/items/5cf2024f9a724a7f86cc	about	2022-08-25 02:13:25
海外TECH	DEV Community	UK Global Talent Visa Requirements	https://dev.to/beetlehope/uk-global-talent-visa-requirements-mandatory-criteria-part-ii-hd0	global	2022-08-24 17:29:00
海外TECH	DEV Community	Embeddings index components	https://dev.to/neuml/embeddings-index-components-3plg	Embeddings index componentsThis article is part of a tutorial series on txtai an AI powered semantic search platform The main components of txtai are embeddings pipeline workflow and an api This is confirmed with a look at the txtai src tree Abbreviated listing of src txtai ann api database embeddings pipeline scoring vectors workflowOne might ask why are ann database scoring and vectors top level packages and not under the embeddings package The embeddings package provides the glue between these components making everything easy to use The reason is that each of these packages are modular and can be used on their own This article will go through a series of examples demonstrating how each component can be used standalone Note This is intended as a deep dive into txtai embeddings components There are much simpler high level APIs for standard use cases Install dependenciesInstall txtai and all dependencies Install txtaipip install txtai datasets Load datasetThis example will use the ag news dataset which is a collection of news article headlines from datasets import load datasetdataset load dataset ag news split train Approximate nearest neighbor ANN and VectorsIn this section we ll use the ann and vectors package to build a similarity index over the ag news dataset The first step is vectorizing the text We ll use a sentence transformers model import numpy as npfrom txtai vectors import VectorsFactorymodel VectorsFactory create path sentence transformers all MiniLM L v None embeddings List of all text elementstexts dataset text Create embeddings buffer vector model has featuresembeddings np zeros dtype np float shape len texts Vectorize text in batchesbatch index batchsize for text in texts batch append text if len batch batchsize vectors model encode batch embeddings index index vectors shape vectors index vectors shape batch Last batchif batch vectors model encode batch embeddings index index vectors shape vectors Normalize embeddingsembeddings np linalg norm embeddings axis np newaxis Print shapeembeddings shape Next we ll build a vector index using these embeddings from txtai ann import ANNFactory Create Faiss index using normalized embeddingsann ANNFactory create backend faiss ann index embeddings Show totalann count Now let s run a search query model encode best planets to explore for life query np linalg norm query for uid score in ann search query print uid texts uid score Rocky Road Planet hunting gets closer to Earth Astronomers have discovered the three lightest planets known outside the solar system moving researchers closer to the goal of finding extrasolar planets that resemble Earth Earth s big brothers floating around stars Washington A new class of planets has been found orbiting stars besides our sun in a possible giant leap forward in the search for Earth like planets that might harbour life Coming Soon Good Jupiters Most of the extrasolar planets discovered to date are gas giants like Jupiter but their orbits are either much closer to their parent stars or are highly eccentric Planet hunters are on the verge of confirming the discovery of Jupiter size planets with Jupiter like orbits Solar systems that contain these good Jupiters may harbor habitable Earth like planets as well And there it is a full vector search system without using the embeddings package Just as a reminder the following much simpler code does the same thing with an Embeddings instance from txtai embeddings import Embeddingsembeddings Embeddings path sentence transformers all MiniLM L v embeddings index x text None for x text in enumerate texts for uid score in embeddings search best planets to explore for life print uid texts uid score Rocky Road Planet hunting gets closer to Earth Astronomers have discovered the three lightest planets known outside the solar system moving researchers closer to the goal of finding extrasolar planets that resemble Earth Earth s big brothers floating around stars Washington A new class of planets has been found orbiting stars besides our sun in a possible giant leap forward in the search for Earth like planets that might harbour life Coming Soon Good Jupiters Most of the extrasolar planets discovered to date are gas giants like Jupiter but their orbits are either much closer to their parent stars or are highly eccentric Planet hunters are on the verge of confirming the discovery of Jupiter size planets with Jupiter like orbits Solar systems that contain these good Jupiters may harbor habitable Earth like planets as well DatabaseWhen the content parameter is enabled an Embeddings instance stores both vector content and raw content in a database But the database package can be used standalone too from txtai database import DatabaseFactory Load content into databasedatabase DatabaseFactory create content True database insert x row None for x row in enumerate dataset Show totaldatabase search select count from txtai count The full txtai SQL query syntax is available including working with dynamically created fields database search select count label from txtai group by label count label count label count label count label Let s run a query to find text containing the word planets for row in database search select id text from txtai where text like planets limit print row id row text Comets Asteroids and Planets around a Nearby Star SPACE com SPACE com A nearby star thought to harbor comets and asteroids now appears to be home to planets too The presumed worlds are smaller than Jupiter and could be as tiny as Pluto new observations suggest Redesigning Rockets NASA Space Propulsion Finds a New Home SPACE com SPACE com While the exploration of the Moon and other planets in our solar system is nbsp exciting the first task for astronauts and robots alike is to actually nbsp get to those destinations Sharpest Image Ever Obtained of a Circumstellar Disk Reveals Signs of Young Planets MAUNA KEA Hawaii The sharpest image ever taken of a dust disk around another star has revealed structures in the disk which are signs of unseen planets Dr Since this is just a SQL database text search is quite limited The query above just retrieved results with the word planets in it ScoringSince the original txtai release there has been a scoring package The main use case for this package is building a weighted sentence embeddings vector when using word vector models But this package can also be used standalone to build BM TF IDF and or SIF text indexes from txtai scoring import ScoringFactory Build indexscoring ScoringFactory create method bm terms True content True scoring index x text None for x text in enumerate texts Show totalscoring count for row in scoring search planets explore life earth print row id row text row score Planets Are Found Close in Size to Earth Making Scientists Think Life A trio of newly discovered worlds are much smaller than any other planets previously discovered outside of the solar system Earth s big brothers floating around stars Washington A new class of planets has been found orbiting stars besides our sun in a possible giant leap forward in the search for Earth like planets that might harbour life New Planets could advance search for Life Astronomers in Europe and the United States have found two new planets about times the size of Earth beyond the solar system The discovery might be a giant leap forward in The search above ran a BM search across the dataset The search will return more keyword literal results With proper query construction the results can be decent Comparing the vector search results earlier and these results are a good lesson in the differences between keyword and vector search Database and ScoringEarlier we showed how the ann and vectors components can be combined to build a vector search engine Can we combine the database and scoring components to add keyword search to a database Yes def search query limit Get similar clauses if any similar database parse query get similar return database search query scoring search args limit for args in similar if similar else None limit Rebuild scoring only need terms indexscoring ScoringFactory create method bm terms True scoring index x text None for x text in enumerate texts for row in search select id text score from txtai where similar planets explore life earth and label print row id row text row score NASA to Announce New Class of Planets Astronomers have discovered four new planets in a week s time an exciting end of summer flurry that signals a sharper era in the hunt for new worlds While none of these new bodies would be mistaken as Earth s twin some appear to be noticeably smaller and more solid more like Earth and Mars than the gargantuan gaseous giants identified before Astronomers Spot Smallest Planets Yet American astronomers say they have discovered the two smallest planets yet orbiting nearby stars trumping a small planet discovery by European scientists five days ago and capping the latest round in a frenzied hunt for other worlds like Earth All three of these smaller planets belong to a new class of exoplanets those that orbit stars other than our sun the scientists said in a briefing Tuesday Astronomers see two new planets US astronomers find the smallest worlds detected circling other stars and say it is a breakthrough in the search for life in space And there it is scoring based similarity search with the same syntax as standard txtai vector queries including additional filters txtai is built on vector search machine learning and finding results based on semantic meaning It s been well discussed from a functionality standpoint how vector search has many advantages over keyword search The one advantage keyword search has is speed Wrapping upThis notebook walked through each of the packages used by an Embeddings index The Embeddings index makes this all transparent and easy to use But each of the components do stand on their own and can be individually integrated into a project	2022-08-24 17:28:00
Apple	AppleInsider - Frontpage News	Apple releases new round of public betas for iOS 16, tvOS 16, watchOS 9, iPadOS 16.1	https://appleinsider.com/articles/22/08/24/apple-releases-new-round-of-public-betas-for-ios-16-tvos-16-watchos-9-ipados-161?utm_medium=rss	Apple releases new round of public betas for iOS tvOS watchOS iPadOS The fifth public betas for iOS tvOS and watchOS are now available to the public alongside the first iPadOS public beta iPadOS has will release later in the fallThe new public beta versions of the new software should be identical to the developer counterparts which were released on Tuesday Read more	2022-08-24 17:37:46
海外TECH	Engadget	Apple Watch SE models are up to 30 percent off at Amazon	https://www.engadget.com/apple-watch-se-sale-amazon-170947547.html?src=rss	Apple Watch SE models are up to percent off at AmazonIn what looks to be a clearance sale Amazon has discounted the Apple Watch SE If the retailer has stock of a particular model there s a good chance it s up to percent off at the moment You can get the mm version of the GPS and LTE variant for currently down from its usual Meanwhile the mm version is percent off making it Not every band option is in stock but you can still find the GPS and LTE models in all three of their available colors Space gray Silver and Gold Buy Apple Watch SE at Amazon and upIn Engadget deputy editor Cherlynn Low awarded the Apple Watch SE a score of calling it an “excellent starter smartwatch It doesn t come with some of the more advanced features you ll find on the Series including ECG and blood oxygen sensing but the SE is still a powerful fitness tracker and offers all day comfort That said with Apple widely expected to reveal a new SE model at its upcoming September th event you re probably wondering whether it makes sense to buy the current one at this stage It s hard to say since most prerelease leaks have focused on the Series and the upcoming “Pro variant Those reports have suggested that the Series won t be a big upgrade It will reportedly include a new body temperature sensor that will notify you when you re running a fever It s safe to say the next Apple Watch SE won t include that functionality but it could integrate features that are currently exclusive to its more expensive siblings including the always on display that debuted with the Series Follow EngadgetDeals on Twitter and subscribe to the Engadget Deals newsletter for the latest tech deals and buying advice	2022-08-24 17:09:47
Cisco	Cisco Blog	Vacationing and IT Operations Part 3: Manage the Change	https://blogs.cisco.com/cloud/vacationing-and-it-operations-part-3-manage-the-change	Vacationing and IT Operations Part Manage the ChangeCisco Intersight can help you smoothly manage disruptions and reduce risk and cost through complete visibility into on premises and public cloud application requirements resource utilization and availability Allowing your teams to free their focus for more important things like soaking up that awesome wave pool Rain or shine	2022-08-24 17:15:03
Cisco	Cisco Blog	Cisco Talos — Our not-so-secret threat intel advantage	https://blogs.cisco.com/security/cisco-talos-our-not-so-secret-threat-intel-advantage	Cisco Talos ーOur not so secret threat intel advantageSecurity tools are only as good as the threat intelligence and expertise that feeds them Learn how Talos helps power our portfolio and protect our customers	2022-08-24 17:00:48
海外科学	NYT > Science	California to Ban the Sale of New Gasoline Cars	https://www.nytimes.com/2022/08/24/climate/california-gas-cars-emissions.html	California to Ban the Sale of New Gasoline CarsThe decision to take effect by will very likely speed a wider transition to electric vehicles because many other states follow California s standards	2022-08-24 17:14:34
ニュース	BBC News - Home	Olympian Katie Archibald tried to save dying partner Rab Wardell	https://www.bbc.co.uk/news/uk-scotland-62657986?at_medium=RSS&at_campaign=KARANGA	arrest	2022-08-24 17:09:35
ニュース	BBC News - Home	Biden cancels $10,000 in student debt for millions	https://www.bbc.co.uk/news/world-us-canada-62664181?at_medium=RSS&at_campaign=KARANGA	grants	2022-08-24 17:06:13
ビジネス	ダイヤモンド・オンライン - 新着記事	精神科医が人と話をするときに“こっそりやっている” 一生モノのテクニック - 精神科医Tomyが教える 心の荷物の手放し方	https://diamond.jp/articles/-/308311	精神科医が人と話をするときに“こっそりやっている一生モノのテクニック精神科医Tomyが教える心の荷物の手放し方不安や悩みが尽きない。	2022-08-25 02:50:00
ビジネス	ダイヤモンド・オンライン - 新着記事	【『世界一受けたい授業』で話題】 運動指導のトッププロが “過度な柔軟性を求める必要はない”と断言するワケ - 10年後、後悔しない体のつくり方	https://diamond.jp/articles/-/307382		2022-08-25 02:45:00
ビジネス	ダイヤモンド・オンライン - 新着記事	【20代で1億円を貯めた元会社員が断言】 真面目にコツコツ頑張る人は厳しくなる… 人生が先細りになる前にやっておくべき 仕事に“レバレッジをかける”という解決策 - 投資をしながら自由に生きる	https://diamond.jp/articles/-/307747		2022-08-25 02:40:00
ビジネス	ダイヤモンド・オンライン - 新着記事	株で大損してしまう人に共通する「1つの特徴」 - だから、この本。	https://diamond.jp/articles/-/307826	topix	2022-08-25 02:35:00
ビジネス	ダイヤモンド・オンライン - 新着記事	【歴史的見解】資本主義の生み出す格差が、常に民主主義の問題だった - 世界でいちばん短くてわかりやすい 民主主義全史	https://diamond.jp/articles/-/308466	民主主義	2022-08-25 02:30:00
ビジネス	ダイヤモンド・オンライン - 新着記事	【東大グローバルフェローが教える】小学生から役に立つ、Googleも使っている経済学の「すごい理論」とは？ - １６歳からのはじめてのゲーム理論	https://diamond.jp/articles/-/308353	【東大グローバルフェローが教える】小学生から役に立つ、Googleも使っている経済学の「すごい理論」とは歳からのはじめてのゲーム理論米国で活躍する経済学者・鎌田雄一郎氏の新刊『歳からのはじめてのゲーム理論』を読めば、難しいと思われがちなゲーム理論の本質を容易に会得できる。	2022-08-25 02:25:00
ビジネス	ダイヤモンド・オンライン - 新着記事	発達障害の僕が発見した「休日は夕方まで寝ている人」が知らない重要な真実【書籍オンライン編集部セレクション】 - 発達障害サバイバルガイド	https://diamond.jp/articles/-/308325		2022-08-25 02:20:00
ビジネス	ダイヤモンド・オンライン - 新着記事	最安のインデックス型投資信託を買うだけじゃダメ！成功する長期投資家がやっていること - 一番売れてる月刊マネー誌ザイが作った 投資信託のワナ50＆真実50	https://diamond.jp/articles/-/308452	投資信託	2022-08-25 02:15:00
ビジネス	ダイヤモンド・オンライン - 新着記事	どうすれば日本から「シェリル・サンドバーグ」を輩出できるか？ - 定番読書	https://diamond.jp/articles/-/308005	問題解決	2022-08-25 02:10:00
ビジネス	ダイヤモンド・オンライン - 新着記事	【魔法か科学か】人間と細菌の知性の決定的な差 - ダマシオ教授の教養としての「意識」	https://diamond.jp/articles/-/308515	魔法	2022-08-25 02:05:00
北海道	北海道新聞	殺人容疑で養子再逮捕へ、大阪　保険金１・５億円受取人	https://www.hokkaido-np.co.jp/article/721678/	大阪府高槻市	2022-08-25 02:03:00