投稿時間:2021-11-13 05:30:35 RSSフィード2021-11-13 05:00 分まとめ(34件)

カテゴリー等	サイト名等	記事タイトル・トレンドワード等	リンクURL	頻出ワード・要約等/検索ボリューム	登録日
AWS	AWS Marketplace	Best practices guide to successfully list your SaaS contract solution in AWS Marketplace	https://aws.amazon.com/blogs/awsmarketplace/best-practices-guide-to-successfully-list-your-saas-contract-solution-in-aws-marketplace/	Best practices guide to successfully list your SaaS contract solution in AWS MarketplaceAWS Marketplace is a curated digital catalog that makes it easy for customers to find test buy and deploy third party software data products and services that customers need to build solutions and run their businesses In this post I aim to help you create a SaaS contract product in AWS Marketplace I will take the …	2021-11-12 19:15:14
AWS	AWS Big Data Blog	Design captivating Amazon QuickSight dashboards with new Table and Pivot Table features	https://aws.amazon.com/blogs/big-data/design-captivating-amazon-quicksight-dashboards-with-new-table-and-pivot-table-features/	Design captivating Amazon QuickSight dashboards with new Table and Pivot Table featuresAmazon QuickSight is a fast and cloud powered business intelligence BI service that makes it easy to create and deliver insights to everyone in your organization without any servers or infrastructure QuickSight dashboards can also be embedded into applications and portals to deliver insights to external stakeholders And QuickSight Q lets end users simply ask questions in …	2021-11-12 19:33:29
Program	[全てのタグ]の新着質問一覧｜teratail（テラテイル）	flaskをhttps化する途中で秘密鍵と証明書の発行のやり方がわからない	https://teratail.com/questions/369075?rss=all	」というサイトを参考にしています。	2021-11-13 04:17:58
海外TECH	Ars Technica	PSA: Apple isn’t actually patching all the security holes in older versions of macOS	https://arstechnica.com/?p=1812611	catalina	2021-11-12 19:27:28
海外TECH	Ars Technica	The US closes Huawei loophole, will no longer grant exceptions for ISPs	https://arstechnica.com/?p=1812582	exemptions	2021-11-12 19:02:59
海外TECH	MakeUseOf	Twitter Blue Launches in the US, but Who's Paying to Use Twitter?	https://www.makeuseof.com/twitter-blue-launches-america-who-paying/	Twitter Blue Launches in the US but Who x s Paying to Use Twitter Twitter is making a play for your dollars by charging for much demanded features such as undoing a tweet But will people really pay for Twitter Blue	2021-11-12 19:58:37
海外TECH	MakeUseOf	Will Deleting Facial Recognition Data Affect Facebook Users' Security?	https://www.makeuseof.com/deleting-facial-recognition-data-facebook-security/	Will Deleting Facial Recognition Data Affect Facebook Users x Security Facebook recently announced that it s removing facial recognition data does this mean the company s becoming more trustworthy with your info	2021-11-12 19:45:21
海外TECH	MakeUseOf	The 9 Best Currency Converter Apps for Android	https://www.makeuseof.com/best-currency-converters-android/	bitcoin	2021-11-12 19:30:11
海外TECH	MakeUseOf	5 Ways to Fix a Damaged Microsoft Store Cache	https://www.makeuseof.com/ways-to-fix-damaged-microsoft-store-cache/	fortunately	2021-11-12 19:15:21
海外TECH	MakeUseOf	What Is Polymorphic Malware?	https://www.makeuseof.com/what-is-polymorphic-malware/	polymorphic	2021-11-12 19:00:31
海外TECH	DEV Community	VSCode + Terraform Provider Development: Setup Debugging	https://dev.to/drewmullen/vscode-terraform-provider-development-setup-debugging-6bn	VSCode Terraform Provider Development Setup DebuggingTo setup debugging while writing to the AWS Terraform Provider create a vscode dir in the root of your clone terraform provider aws local repo then create a launch json amp private env inside that vscode directory Notice you will have to update PKG NAME to the specific service you re developing to Bonus points to anyone who can figure out a smoother way to set that dynamically based on the location of your test file Setup git clone git github com hashicorp terraform provider aws git mkdir terraform provider aws vscode Create launch json cat lt lt EOF gt terraform provider aws vscode launch json Use IntelliSense to learn about possible attributes Hover to view descriptions of existing attributes For more information visit version configurations name Launch a test function type go request launch mode auto program fileDirname args test v test run selectedText showLog true envFile workspaceFolder vscode private env EOF Create private env cat lt lt EOF gt terraform provider aws vscode private envTF ACC TF LOG INFOGOFLAGS mod readonly PKG NAME internal service ec EOF UsageReload VSCode and source a profile for terraform s acc tests to use You can do this by either opening vscode from a terminal with a profile set or by using the AWS Toolkit Set break points in your lt resource name gt go file highlight the test you want to run and click the green play button in VSCode debug panel Enjoy	2021-11-12 19:43:52
海外TECH	DEV Community	Why Software Engineering? What's the appeal?	https://dev.to/guosae/why-software-engineering-whats-the-appeal-3p5o	Why Software Engineering What x s the appeal In this post I am going to reflect on the different aspects of software engineering that drew me towards choosing software development as a career path When I think back to what first drew me to the field of software development there are probably some things that appealed to me about it that I can no longer recall but for the most part the five things I will discuss below stand out These are not necessarily listed in order of their importance for why they made me choose software engineering as a career but rather they are just in the order in which I was able to recall them A Love of Problem SolvingSince middle school and high school I have had an appreciation for the challenge and thrill involved in tackling difficult problems In high school I was in the math club where at the end of every week we would work through problem sets with difficult math problems and attempt to solve them and every several weeks we would participate in local and regional math competitions I was also an avid chess player and in my last years of high school I drifted towards choosing a science subject as my major in college In college I eventually settled on math as my major and graduated with bachelor of science in mathematics with a minor in physics Throughout my college years I spent most of my time working on difficult problems for homework tests and occasionally projects or labs Although I did not major in computer science or get very far into programming at all during college I did take two courses for my major that that required me to learn the basics of and use two programming languages C and Python This was my first exposure to using programming languages to solve problems and although I did not get involved in anything relating to software at that point I gained an appreciation for the way programming could be used to solve real problems using logic An Affinity for Abstract ThoughtOne of the things I love most about programming and software development is the abstract thought involved the use of variables and methods and classes and other components of programming languages to create software that can create general solutions to problems By focusing on abstract or more general ideas and concepts when designing software software engineers are able to create really remarkable products and services that have a lot more power and adaptability than products or services that are only focused on and only capable of dealing with one very specific problem or scenario As someone who was already familiar with the power of abstraction in higher mathematics it was easy for me to appreciate this aspect of software development and it was one of the things that I found most appealing about software development The Ability to Create Things with Your MindWhen I was younger I wanted to be either an architect a fiction writer novelist or a mathematician Each of these fields appealed to me because they allow a person to basically create new and interesting ideas and concepts with just one s mind Although I did not end up pursuing any of those careers when I grew into adulthood I did find that same appealing aspect of being able to create something interesting and important with just one s mind in software engineering The ability to create almost anything one can conceive of with essentially no limits on what sort of product or service one can bring into reality simply with thought and hard work is one of the most appealing things to me about software engineering In some sense being a software engineer is like being an alchemist working with a modern day philosopher s stone with some starting ideas materials technologies and the necessary programming languages people can create or transmute seemingly inanimate and lifeless text images and numbers into a working responsive active system capable of implementing nearly anything that the creators wish it to implement as long as the creators have sufficient skill knowledge and hard work to make that product or service work A Stable and Rewarding Career PathOne of the things that appealed to me about software engineering as a career is the stability and the rewarding opportunities available as a software engineer Many jobs are available for software engineers in many different specialties front end back end full stack machine learning embedded software etc so there is a lot of variety and most of these jobs pay very well especially as one advances further in one s position Furthermore many new jobs are emerging or being created in software engineering over time as technology progresses unlike in some other industries where jobs are being gradually eliminated as technology advances and the use of automation increases This means that software is a more stable career field than some other jobs such as certain factory jobs Software engineering is also rewarding mentally in addition to being financially rewarding The ability to feel like what one applies one s thoughts and hard work towards really matters and helps people or provides a useful or enjoyable service is also mentally rewarding An Opportunity to be at the Cutting Edge of Technology and InnovationBeing a software engineer also means that one is at the forefront of innovation in technology and business if one wants to be or chooses to go that route In today s increasingly technologically sophisticated world software is relevant for everything from robotics to e commerce finance biotechnology or space exploration Practically no field of human endeavor where important innovations are happening or new technologies are being created or used is without use for software engineers This means that software engineers have a big role to play in advancing already existing fields by applying new or existing technologies to those fields and also in creating new technologies and new innovations that will create new opportunities and new areas of human activity These five aspects discussed above are the primary things that I can recall that drew me to software engineering as a career path I hope it was an interesting read and hopefully someone out there who was considering software engineering as a career path will take something valuable away from my reflections on what drew me toward software engineering	2021-11-12 19:35:11
海外TECH	DEV Community	React Flask Authentication - Free Sample	https://dev.to/sm0ke/react-flask-authentication-free-sample-4if6	React Flask Authentication Free SampleHello Coders This article presents an open source sample that implements a JWT Authentication using React and Flask The source code for the React Frontend and the Flask API is available for download on Github under the MIT license permits unlimited copies no footer credit For newcomers React is a popular Javascript library for coding UI interfaces baked by Facebook and Flask is a leading web framework written in Python Thanks for reading Content provided by App Generator React Flask Authentication Source code published on Github React Flask Authentication LIVE Demo TopicsProject Overview and FeaturesWhat is ReactWhat is FlaskStart the project in DockerResources amp Links Project OverviewCoding a full stack project might be a challenging task even for experienced programmers and this article aims to provide a little bit of help regarding this hot topic The main goal of this article is to provide a tested full stack codebase enhanced with minimal features and a nice UI powered by React The project is built using a two tier pattern where the frontend is physically and logically decoupled from the backend API server The features provided by both parts of this open source product can be found below Flask API FeaturesSimple codebaseSQLite persistence SqlAlchemy ORMAPI amp token management Flask RestX and Flask JWTDocker SupportReact UI FeaturesModern UI build with M UI Library Berry TemplateDependencies Axios Redux and FormikDocker Support What is ReactIn the stats shows that React is used as the primary technology in frontend development superseding other frameworks like Vue Angular or Svelte React is actively supported and versioned by Facebook and is widely adopted by big companies and many developers across the globe In our sample we will use an open source template where the authentication code is added on top of an existing project initially created using the CRA tool For more resources related to React please access React official documentationHow to create a new React App What is FlaskFlask is a popular Python Framework designed to a project quick and easy with the ability to scale up to complex applications Flask can be used to code from simple one page sites to APIs and complex eCommerce solutions In our API sample Flask is used to expose a simple Authentication API and manage users and the associated JWT tokens For more resources linked to this amazing library please access Flask product pageFlask the official documentation Start in DockerTo make the project really useful the source code comes with Docker support for both parts frontend and the backend Step Clone the source code git clone Step Start the Flask API cd flask api docker compose pull download dependencies docker compose build local set up docker compose up start the app At this point the API should be up amp running at http localhost and we can test the interface using POSTMAN or curl Step Start the React UI cd react ui docker compose pull download dependencies docker compose build local set up docker compose up start the app Once all the above commands are executed the React UI should be visible in the browser By default the app redirects the guest users to authenticate After we register a new user and sign in all the private pages become accessible React Flask Authentication Icons PageReact Flask Authentication Dashboard PageReact Flask Authentication UI ColorsThanks for reading For more resources please access AppSeed for support via email and DiscordReact Apps a curated index with Full Stack StartersFlask and React From Zero to Full Stack	2021-11-12 19:32:08
海外TECH	DEV Community	Note Taking 101	https://dev.to/lorenmichael/note-taking-101-5b05	Note Taking While going through Flatiron s Pre Work and part of Phase I ve been taking notes in a Moleskine While it s my favorite way to retain information I learn well by writing things down in my own handwriting it definitely leaves much to be desired Writing out JS by hand is a pain if you re trying to show yourself examples of the concept you re studying It takes up a lot of paper very quickly with how many lines it takes up and the hand cramps I ve started to experiment with different ways to take notes while going through class My newest method will be to keep notes organized in js files that give examples of how different functions work The latest concept I ve gone over are Arrow Functions so I built a file that shows progression from a regular function to a function expression then to an arrow function It came in handy while doing my lab work so I will likely continue this to see if it is helpful with more complex concepts Long term I m hoping it will be a go to resource of my own notes and code examples so that when I come across these concepts later on I have a file that I can go to if I m having trouble	2021-11-12 19:11:33
海外TECH	Engadget	Rockstar pulls the remastered GTA trilogy on PC	https://www.engadget.com/gta-trilogy-remaster-pulled-pc-rockstar-games-192133431.html?src=rss	Rockstar pulls the remastered GTA trilogy on PCThe PC version of Grand Theft Auto The Trilogy ーThe Definitive Edition seems to have some serious issues at the minute The bundle ーa remastered collection of GTA III GTA Vice City and GTA San Andreas ーarrived on Thursday However at the time of writing the Rockstar Games website says quot this title is currently unavailable in your country or region quot Console players can still buy it on the Xbox PlayStation and Switch digital stores Rockstar GamesAccording to Kotaku those who bought the title on PC before it disappeared are unable to play it at the minute Rockstar removed the older versions of the three games from PC storefronts before the collection arrived Adding to the publisher s woes the Rockstar Launcher has been out of commission for around hours quot for maintenance quot ーnot a great look when Rockstar just released a new collection of some of its most notable games That means Rockstar s PC games like Grand Theft Auto Online and Red Dead Online are unavailable The store cloud services downloads and authentication systems are also down We thank you for your patience and understanding as we continue to work on restoring services for the Rockstar Games Launcher and supported titles ーRockstar Support RockstarSupport November quot We thank you for your patience and understanding as we continue to work on restoring services for the Rockstar Games Launcher and supported titles quot Rockstar wrote on Twitter early Friday morning Engadget has contacted Rockstar Games for comment Some fans have expressed disappointment at the quality of remasters with screenshots of glitches and videos of bugs popping up One player posted a video of a rainstorm in San Andreas that made it difficult to see anything around CJ nbsp My Eyes Hurt Pt GrandTheftAutoSanAndreasTheDefinitiveEdition GTA XboxSharepic twitter com GSRXGOーJanky JankyNedelko November	2021-11-12 19:21:33
ニュース	BBC News - Home	Caerphilly dog attack: Inquest into Jack Lis death opens	https://www.bbc.co.uk/news/uk-wales-59260354?at_medium=RSS&at_campaign=KARANGA	attack	2021-11-12 19:57:05
ニュース	BBC News - Home	Yvonne Fletcher murder: Libyan instrumental in PC's shooting, court hears	https://www.bbc.co.uk/news/uk-59268350?at_medium=RSS&at_campaign=KARANGA	libyan	2021-11-12 19:28:31
ニュース	BBC News - Home	Dogwalker's van with six pets inside stolen in west London	https://www.bbc.co.uk/news/uk-england-london-59266683?at_medium=RSS&at_campaign=KARANGA	cellan	2021-11-12 19:14:08
ニュース	BBC News - Home	Essex chairman resigns following allegation he used racist language in 2017 board meeting	https://www.bbc.co.uk/sport/cricket/59262824?at_medium=RSS&at_campaign=KARANGA	Essex chairman resigns following allegation he used racist language in board meetingEssex chairman John Faragher resigns over a historical allegation of using racist language in a board meeting with the ECB investigating	2021-11-12 19:44:45
ビジネス	ダイヤモンド・オンライン - 新着記事	マリオットがコロナ禍でも大赤字にならなかった「ホテル経営の秘密」【会計・見逃し配信】 - 見逃し配信	https://diamond.jp/articles/-/287459	配信	2021-11-13 04:55:00
ビジネス	ダイヤモンド・オンライン - 新着記事	ネコの腎臓病治療薬に2億円超！寄付サイトに集まる愛猫家の熱すぎる思い - 井の中の宴 武藤弘樹	https://diamond.jp/articles/-/287458	関心	2021-11-13 04:50:00
ビジネス	ダイヤモンド・オンライン - 新着記事	ワクチン開発で薬学部に注目　受験者の減少でチャンスだった大学入試 - from AERAdot.	https://diamond.jp/articles/-/286967	ワクチン開発で薬学部に注目受験者の減少でチャンスだった大学入試fromAERAdot「私立大学を中心に志願者数が減り、受験生にとっては大いにチャンスが拡大した入試でした」。	2021-11-13 04:45:00
ビジネス	ダイヤモンド・オンライン - 新着記事	アンコールワットは観光できる？カンボジア旅の最新事情【地球の歩き方】 - 地球の歩き方ニュース＆レポート	https://diamond.jp/articles/-/286905	地球の歩き方	2021-11-13 04:40:00
ビジネス	ダイヤモンド・オンライン - 新着記事	「ゴルフが簡単になる最新アイアン」プロ＆アマの試し打ちレビュー - 男のオフビジネス	https://diamond.jp/articles/-/287048	鶴原	2021-11-13 04:35:00
ビジネス	ダイヤモンド・オンライン - 新着記事	まるで飲酒検査？新型コロナ感染が数十秒でわかる新技術とは - ヘルスデーニュース	https://diamond.jp/articles/-/287375	covid	2021-11-13 04:30:00
ビジネス	ダイヤモンド・オンライン - 新着記事	月55時間以上の残業で「心筋梗塞リスク」が上がる！ 寿命を削ってまで働かない！ - 40歳からの予防医学	https://diamond.jp/articles/-/283980	予防医学	2021-11-13 04:25:00
ビジネス	ダイヤモンド・オンライン - 新着記事	なぜ、「上限CPO」を 厳守しないといけないのか？ - 売上最小化、利益最大化の法則	https://diamond.jp/articles/-/284817		2021-11-13 04:20:00
ビジネス	ダイヤモンド・オンライン - 新着記事	人間関係の解決方法 - 精神科医Tomyが教える １秒で元気が湧き出る言葉	https://diamond.jp/articles/-/285036	voicy	2021-11-13 04:15:00
ビジネス	ダイヤモンド・オンライン - 新着記事	世界をよりよいものにするために、私たちがいますぐできる、ある行動とは？ - 日本の美意識で世界初に挑む	https://diamond.jp/articles/-/285226		2021-11-13 04:10:00
ビジネス	ダイヤモンド・オンライン - 新着記事	【弐億貯男の株式投資】 お小遣い制のままでは 余裕資金は貯まりにくい - 割安成長株で2億円 実践テクニック100	https://diamond.jp/articles/-/285346	【弐億貯男の株式投資】お小遣い制のままでは余裕資金は貯まりにくい割安成長株で億円実践テクニック定年まで働くなんて無理……ならば、生涯賃金億円を株式投資で稼いでしまおうそう決意した入社年目、知識ゼロの状態から株式投資をスタートした『割安成長株で億円実践テクニック』の著者・現役サラリーマン投資家の弐億貯男氏。	2021-11-13 04:05:00
北海道	北海道新聞	量子計算、高効率の新回路　東大開発、実用化へ一歩	https://www.hokkaido-np.co.jp/article/611192/	量子コンピューター	2021-11-13 04:02:00
ビジネス	東洋経済オンライン	大検証！夢の｢全固体電池｣は実際何がスゴいのか トヨタが衝撃の発表｢EV投入には課題がある｣ | 電動化 | 東洋経済オンライン	https://toyokeizai.net/articles/-/468442?utm_source=rss&utm_medium=http&utm_campaign=link_back	全固体電池	2021-11-13 05:00:00
ビジネス	東洋経済オンライン	岸田首相｢任期中の改憲｣掲げたモヤッとする思惑 ｢自民党のリベラル｣宏池会の領袖がなぜ？ | 国内政治 | 東洋経済オンライン	https://toyokeizai.net/articles/-/468522?utm_source=rss&utm_medium=http&utm_campaign=link_back	国内政治	2021-11-13 04:30:00
GCP	Cloud Blog	Live from COP26: A cloud’s eye view	https://cloud.google.com/blog/topics/sustainability/thoughts-on-cloud-and-climate-change-from-cop26/	Live from COP A cloud s eye viewAt Google we re keenly invested in preventing the worst effects of climate change and helping our customers use Google Cloud technology to build a more sustainable future We re watching with interest the goings on at the United Nations Climate Change Conference or COP when representatives from countries and organizations around the world including Google Cloud will gather for the first two weeks in November in Glasgow Scotland for the latest round of climate talks Bookmark this blog as Google sustainability experts bring their perspective on developments discussed there as they pertain to cloud computing Catch the event for yourself on Youtube and Google Arts amp Culture Invest in nature to win on climate Friday November  Jen Bennett Director Office of CTO Google Cloud and Nithya Sowrirajan Director Global Solutions Google Earth and Earth EngineIt was years ago at COP that we unveiled Google Earth Engine an earth observation platform that combines a multi petabyte catalog of satellite imagery and geospatial datasets with powerful analysis capabilities And for over a decade now scientists and researchers have used it to detect changes map trends and quantify differences on the Earth s surface  When you observe the Earth s surface over the past few decades in Google Earth s Timelapse the immensity of the change to our natural environment is arresting It s becoming increasingly clear that we not only need to adapt to protect vulnerable communities and natural habitats against this change but that we also need to look to nature as a regenerative solutionーnot just something that we need to protect but something that will protect us  During these past two weeks at COP world leaders committed to averting the worst consequences of climate change Day two of the World Leaders Summit focused on the role of nature in climate action with forests taking center stage countries signed an agreement to reaffirm commitments to sustainable land use and to the conservation protection sustainable management and restoration of forests as well as other terrestrial ecosystems  In our experience working with NGOs like World Resources Institute to develop tools such as Global Forest Watch technology is critical to monitoring changes to and protecting the forests that we re depending on to mitigate climate change A proliferation of satellites and sensors enable us to better understand different types of changes like land coverage or surface water with increasing resolution Increasing the frequency of imaging provides us with timely understanding of changes in the Earth s forests landscapes icescapes and coastal waters Together with technical partners who develop methodologies and share best practices this data and more insightful tools can help us make fasterーand betterーdecisions to manage these resources responsibly Global Forest Watch provides interactive maps to view and analyze forest change Protecting forests and natural resources isn t just a challenge for nation states Organizations across the public sector and industries such as agriculture financial services and consumer goods also need to better manage and mitigate climate risks and preserve natural resources impacted by their supply chainーand they re using technology to do so For example Google Cloud and Unilever partnered to help end deforestation in the supply chain for palm oil and other commodities by Unilever is analyzing forests biodiversity and water cycles that intersect their supply chain leading to greater accountability and enabling them to better detect deforestation and prioritize areas of forests or habitats in need of urgent protection  On Saturday Unilever premiered an IMAX video at COP In Our Nature In the session that followed We cannot win on climate without winning on nature Unilever Chief Supply Chain Officer Marc Engel spoke about the game changing ability of being able to see what is happening on the ground on farms and mills in almost real time and how that helps them make commodity sourcing decisions Google also participated on the panel explaining how the new datasets and methodologies that Unilever is using are widely applicable across industries and our work with the ecosystem to create trustworthy standards The science is clear nature based solutions must be an integral part of the fight against climate change All this is leading to bold commitments collaboration and collective action Last week USAID announced the Forest Data Partnership between the World Resources Institute Unilever Google NASA and the United Nations Food and Agriculture Organization to address a key barrier to private investment in forests and restoration the lack of reliable and accessible data on forests and lands The partnership will focus on key geographies including the Amazon Basin Southeast Asia and West Africa  No one can tackle climate action and nature preservation alone we are humbled to collaborate with our partners and the ecosystem Collaboration starts with rich data from both public and commercial providers and is enhanced by the presence of a collaborative platform With Google Earth Engine and Google Cloud we ll continue to bring together researchers scientists NGOs and commercial entities to establish best practices for a shared understanding By working in collaboration we can win on nature together A global data commons can empower local climate decisionsThursday November  Jason Hickey Software Engineer  Here at COP one thing is clear the race to global net zero in the next years will be one of the largest transitions humanity has ever faced and it will be an all hands on deck effort that includes governments the private sector academia as well as creative individuals This will be a Herculean effort for the planet The financial sector is mobilized and opportunity is knocking  As efforts to address climate change accelerate climate justice will be critical Climate impacts are not borne equally and we must work together to ensure a just transition to a better future for present and future generations In order to achieve that we ll need to focus on information equity ーthe equal access to environmental data ーand the development of the global data commons ーdata about climate and energy as well as a framework and governance principles for using it View from the GOES geosynchronous weather satellite using the NOAA NESDIS GOES image viewerI work in the atmospheric sciences weather and climate modeling fields that have an unprecedented amount of information gathered by advanced infrastructure Hundreds of satellites circle the globe collecting terabytes of observations every day Sophisticated weather and climate models make predictions and forecasts ranging over hours seasons or even centuries This infrastructure was created principally through publicly funded governmental organizations in the developed world like NOAA NASA ECMWF the Met Office and others This data is enormously valuable in making predictions for climate change such as the IPCC interactive atlas or the WMO climate dashboard that helps advise countries on specific actions to combat climate change WMO Climate Dashboard showing temperature change since For instance in my research team focused on weather and climate modeling we apply AI models to this data to make high resolution local weather forecasts This is an example of how public data can be used directly to inform local decisions  The natural extension of these ideas is toward the creation of a global data commons and Open Science where data methods and platforms are accessible and usable by all communities anywhere on Earth Of course this is not just for weather and climate data but also for the financial and accounting tools that can be used to manage and track carbon Open platforms open data open science empower local decision making and global consensus and empower the vast amount of human ingenuity and creativity worldwide Cloud platforms are a key part of this vision supporting globally available data and compute services Fortunately strong investments in sustainability by cloud platform providers including Google Cloud s zero carbon commitment mean that open science and information equity are environmentally sustainable allowing global collaborative communities to flourish As we enter the critical decade to address climate change COP demonstrates enormous alignment and commitment across sectors and a readiness to act It is time to leverage open platforms that provide the infrastructure for action and fully support information equity and global collaboration The role of the private sector in scaling clean energy solutions   Wednesday  November   Amanda Peterson Corio Head of Data Center Energy Development Google Yesterday I was honored to participate on a panel at the Bloomberg Green Summit at COP focused on overcoming hurdles to scaling clean energy technologies Earlier in the day U S Special Presidential Envoy for Climate John Kerry spoke to the audience about the negotiations at COP and why success at Glasgow is so critical to accelerating climate mitigation Among other key issues he pointed to how the private sector is driving clean energy solutions and is making ambitious commitments and investments to help scale nascent technologies across many different types of industries from maritime shipping to aviation and advanced carbon free electricity technologies  Making these kinds of advanced market commitments to purchase clean energy technologies can play an important role in signaling market demand that provides confidence to investors and suppliers to scale up new technologies That s a role that Google is actively seeking to play as part of our Carbon free Energy CFE goal As I described on my panel today we will continue to buy much higher volumes of mature clean energy technologies like wind and solar but we also need to look at how we can support other clean energy solutions ーsuch as energy storage carbon capture and storage technologies green hydrogen advanced nuclear and others ーto complement wind and solar as we seek to fully decarbonize our electricity consumption on every grid we operate by We re particularly excited about the promise of next generation geothermal technology which we are piloting with a technology partner in Nevada Another theme in the conversation was that in order to enable the private sector to play this role policy is critical I shared our experience in Taiwan where until it was not possible for any company to purchase renewable energy directly and add it to the grid We worked with other partners and the Taiwanese government to update their regulatory framework to make it possible to do so and shortly thereafter we signed the first corporate power purchase agreement PPA in Taiwan s history Later that enabled Taiwan Semiconductor Manufacturing Company to sign the largest PPA ever for a MW offshore wind farm in the country We know that Google alone can t solve these challenges Building coalitions for policy change will be key to driving clean energy adoption across the globe That s why we were thrilled to join the new Clean Energy Demand Initiative CEDI to open new opportunities for clean energy purchasing across the globe It s also why we helped launch the CFE Compact to make it possible for more companies organizations and governments to advance toward CFE and accelerate the decarbonization of electricity grids across the world  How climate scientists are using cloud computing to predict the future of our planet  Tuesday November  Tricia Davis Muffett Director Public Sector MarketingAs world leaders debate policy measures at COP leading scientists are harnessing the power of the cloud to better understand how the Earth s climate is changing  With cloud computing scientists run parallel computations on intuitive scalable and cost effective infrastructure which is crucial for analyzing the massive datasets of climate science The more data climate scientists can collect and analyze the better their predictions can be ーand the sooner we can develop solutions  With Google Cloud researchers around the world are developing new tools to do this collaboratively and sharing them so policy makers can access them too Here are some examples of these innovative projects At Columbia University researchers used Google Cloud to build Pangeo an open source data toolkit to store and analyze the three dimensional high resolution datasets of climate sciences They are now building Pangeo Forge to crowdsource and automate the creation of cloud optimized big science data and further facilitate sharing and collaboration At CalTech researchers at the Climate Modeling Alliance CliMA are developing ClimateMachine the first climate model to integrate the massive amounts of observational climate data collected from space and the ground with targeted high resolution simulations This is especially important for data that are not easy to measure and represent like low lying cloud strata By running the simulations on Compute Engine they improved the model s accuracy and reduced uncertainty in planning for extreme events like hurricanes At Natural Resources Canada NRCan researchers are supporting sustainable development in Canada s natural resource sector By partnering with Climate Engine a Canadian company using geospatial AI tools and using Google Earth s satellite data they are delivering actionable insights to the public sector Then by tracking changes in ecosystems disease vectors water availability and quality soil health growing seasons air pollution and more NRCan and Climate Engine can improve decision making on climate action policy and help support climate resilience These examples of climate scientists using Google Cloud to share data and improve their predictions are just the tip of the iceberg of how our technology can help fight climate change For more check out the resources below  Related resourcesRead this article about Pangeo and “the Case for Cloud in Science Listen to CliMA scientists explain how climate models workWatch this video introducing Climate EngineDeveloping apps that support our natural worldMonday November Alexandrina Garcia Verdin Cloud Developer Advocate At COP the focus thus far has largely been on reducing carbon emissions ーand rightfully so But today s theme of Adaptation Loss and Damage has particular meaning to me Working at Google Cloud I ve witnessed how technology and data can help us solve complex social and environmental challenges especially in two major areas   Assessing and quantifying changes caused by human activity on the Earth and course correct ex timelapses of satellite imagery or auto classifying images to detect carbon emissions Creating and adopting the next generation of Earth aligned solutions that improve systems of infrastructure and exchanging of goods ex sensors to support regenerative farming or supply chain apps that label the climate positive impact a good or service has promoting biodegradable materials or circular systems of reuse As a Developer Advocate I build and share how to technical content to show customers how to use our tools In that capacity for Earth Day I created a YouTube mini series called People and Planet AI that helps create paths for developers interested in using machine learning or big data to build meaningful apps via real life examples The first episode of this technical series is on WildlifeInsights org which is an amazing free web app that anyone with an internet connection can use to search or upload photos to a global wildlife database to train machine learning models that auto classify photos of animals taken by research cameras In this vein my peers and I designed a getting started sample for building an animal classifier on Google Cloud Our second episode was on GlobalFishingWatch org another beautiful machine learning project that helps track vessels from illegal unreported and unregulated fishing Our beginner sample teaches you the data transformations performed and the model creation process for building a time series classification It uses GPS vessel data and manually labeled data to predict whether or not a vessel is fishing based on their distance from shore direction lat long speed etc Thanks to Google s employee policy which enables employees to spend of their time on projects outside of their core job I also work co organizing a grass roots group called Anthropocene that matches Googlers with internal climate products research or hardware The goal is to accelerate the creation of climate solutions by connecting talented people to different problems This climate solutions startup community is intentionally a safe and positive space made up of passionate people with a wide spectrum of technical science environmental or organizational backgrounds They each choose the skills they wish to offer ranging from project management UX marketing partner management software engineering technical documentation analytics etc I believe open data and documentation is the way to scale climate solutions with urgency I turn to open source practices because they are at the end of the day contribution frameworks that enable perfect strangers to work together to solve complex issues And when it comes to climate solutions we benefit from global participation to design for regional needs As such documenting recording or summarizing how to build a solution as accessibly possible is key to enabling others It s also equally important for organizations to continuously share data to help build models that have sufficient information to train them  My next work will be focused on externalizing the program management learnings we have gathered from operating our climate startups program The goal is to share new frameworks for organizations in any industry to build internal climate solution programs by leveraging employee talent as well as the organization s strengths resources Thanks to data and machine learning today we can understand our natural world with far greater richness than ever before ーby orders of magnitude more I am personally very motivated to see climate solutions grow exponentially and look forward to inspiring technologists to apply their skills to our natural world Can t miss experiences from the Green Zone at COP Friday November  Camaryn McKenzie and Denna Nazem Associate Product Marketing Managers GoogleAs part of a generation that is deeply passionate about climate justice and protecting the planet we treat our role as Google marketers as an opportunity to amplify voices generate awareness for technology solutions and build influential and creative content around sustainability This week we ve been exploring COP through Google Arts and Culture s Green Zone ーa space for youth groups civil society academia artists and business to host events exhibitions cultural performances workshops and talks that are online and accessible to all We want to invite you to explore the Green Zone watch live streams straight out of Glasgow and even virtually walk through the exhibits in a space  There is a LOT of outstanding content available but we were especially drawn to some of the creative solutions presented by climate leaders to combat global warming Here are the top three sessions we think you can t miss  Reimagining Museums for Climate Action What if Indigenous lands were thought of as a kind of museum for climate action The UN launched the “Reimagining Museums for Climate Action design competition in May and is now showcasing eight of the proposals at COP This article allows you to explore the exhibits online showcasing ideas on how museums can become catalysts for climate action One project we found particularly interesting was the Natural Future Museum which celebrates and protects Indigenous communities who have historically lived in harmony with their natural environments The exhibit includes a short film highlighting one community that is doing just that “The relationship between museums and Indigenous groups is often problematic as museums have deprived them of their cultural heritage What if we thought of Indigenous territories themselves as a new kind of museum where forests and peoples ways of life can be sustained Natural Future Museums Reimagining Museums for Climate Action  Climate visuals Visualising Climate Change Climate Visuals in collaboration with TED Countdown is releasing photographs selected from a pool of unique submissions Each of the photos is a combination of illustrative and impactful showcasing climate solutions in tandem with the global impact of climate change This initiative is intended to produce an accessible collection of evidence based photos that document the reality of climate change across the globe “How we articulate the impact of climate can make or break public opinion and the ripple effect is seen throughout culture business education media and more Climate VisualsAerial view of systematic deforestation in a Bolivian national park bare strip of ground among forests Marcelo Perez del Carpio Climate Visuals Countdown Men working to drive in posts to retain soil embankment on the coast from erosion by high tides Debsuddha Banerjee Climate Visuals Countdown  The Frontlines Step into the Reality of Climate ChangeThe Biosphere Virtual Reality exhibit The Frontlines transports viewers to the frontlines and realities of the climate crisis and out of the comfort of Glasgow or their computer scenes We think the power of VR and immersive video really shines through this exhibit bringing in the voices of the most underrepresented populations who are being hit the hardest by climate change directly to the COP stage Through showcasing three moving case studies the exhibit clearly highlights how while it is important to work together towards solutions for the future the reality is devastation has already arrived   “Women and young people in the Global South are already being hardest hit by the climate crisis Extreme weather patterns ーcaused by rising global temperatures ーare destroying lives and livelihoods and displacing millions of people from their homes…step into the reality of climate change and be transported from the comfort of Glasgow to the places already being devastated by the effects of climate change Kiribati Morocco and Ethiopia The Frontlines Biosphere Virtual RealityWhat Green Zone content resonated most with you Join the climate conversation with GoogleSustainability and GoogleCloud New partnerships set a course for clean energy progressThursday November  Fabien Vieau Regional Director European Data Center Energy and SustainabilityWhile national pledges to reduce carbon emissions tend to make the most news at climate conferences like the one this week in Glasgow it s new policy and investment partnerships that will be key to making near term progress in transitioning the globe to cleaner energy sources And by that measure the first week of COP has already included a number of important announcements that will help move us faster toward a cleaner energy system  On Tuesday my colleague Devon Swezey wrote about the new Carbon free Energy Compact now with signatories to enable CFE and accelerate electricity grid decarbonization across the globe Today I was pleased to represent Google as it officially joined the Clean Energy Demand Initiative CEDI a new effort coordinated by the U S government and announced today by Special Presidential Envoy for Climate John Kerry The CEDI fosters collaboration between corporate clean energy buyers and governments across Asia Latin America and Africa to scale clean energy purchasing and support national climate goals Google has long been a leader in clean energy purchasing helping to found organizations like the Renewable Energy Buyers Alliance in the U S Re Source in Europe and working to open the market in Taiwan to direct clean energy purchasing The CEDI is an exciting new partnership to expand these successes to new geographies In addition to these initiatives a number of other notable efforts were launched to support the growth of clean energy across the globe These include  A new Green Grids Initiative launched by the UK and India which seeks to accelerate the development and deployment of interconnected electricity grids across continents countries and communities   The Global Energy Alliance a new fund to accelerate and scale equitable energy transitions in low and middle income countries which aims to raise billion in public and private capital to expand access to clean electricity for billion people  The First Movers Coalition which organizes commitments by companies to purchase low carbon products to create new markets for technologies that will be needed to reduce emissions across hard to abate sectors like aviation shipping and cement One important lesson coming out of COP is that partnerships and collaboration between the public private and NGO sectors will be key to driving the adoption of clean energy at the pace and scale necessary to mitigate the worst consequences of climate change It s also clear that policy in particular is critical to accelerating the current momentum Supporting the net zero agenda as technology leaders Wednesday November Paul Frost Chief Architect Wholesale Banking Technology HSBCAs COP gets into full swing I ve started reflecting on what we as technology leaders can do to support the sustainability and the net zero agenda Since the turn of the st century we as a society have become more and more dependent on technology both in our personal lives and at work and the push to digitise continues at pace especially in the financial sector Let s start by saying from a carbon footprint perspective this is a good thing for almost all processes in a digitised journey will always be more carbon efficient than the equivalent manual process Using paper and visiting a branch by example are evidently more carbon intensive Having said that we must also recognise that for us at HSBC and other banks technology is a sizeable part of our carbon footprint So what are the levers we have to influence the size of this footprint There are a number of choices we can make that have a positive impact ーfrom large decisions around hosting through to how we manage our day to day activities across technology One of the most impactful things we can do is to use the cloud Whilst we are moving to more sustainable internal data centres cloud providers are generally ahead of this curve as they have had to drive a high degree of efficiency to support their hyperscale demands That and their advances in use of green energy puts them ahead in the goals of net zero carbon But cloud isn t the only answer ーwe need to think about how we use the technology more broadly Here are just some of the things we as technology leaders should consider Are we rightsizing our applications Typically utilization figures of servers are low so would efficient use of containers and virtualization help We often “gold plate solutions does the solution warrant the size of infrastructure deployed to meet this business need Do systems need to be up and running of the time We typically leave infrastructure running when not in use Do those development and test environments need to be running of the time Can we scale on demand rather than pre provision to meet spikes in capacity demand This is another area where cloud helps What about data It too has a carbon footprint Do we always consider the data lifecycle and have efficient processes for data archiving and deletion or do we keep the data around just in case Duplication do we have duplicate solutions that meet a business need Do we really need this or would consolidation help reduce the carbon footprint The desktop are we thinking about carbon footprint in our desktop There is significant variation across desktop devices that needs to be considered Are we considering the whole life of a device through manufacture transport use and eventually decommission These are just some of the things we need to consider and I am sure many people are already aware and doing this There are more options out there but the most important thing we can do is start thinking about the various options we have at hand make sure we are having these conversations and challenge the carbon efficiency of our technology use At HSBC we are committed to achieving net zero in our own operations and supply chain by or sooner read more here Accelerating sustainable finance with technologyWednesday November Jeff Sternberg Director Office of the CTO Google CloudAs global leaders gather this week at COP in Glasgow one of their top goals is to mobilize finance to secure net zero emissions and keep degrees warming within reach To do this COP leaders are challenging all financial stakeholders to take climate into account in every financial decision  Technology is playing a vital role in this effort I have a background in financial services and fintech and work in Google Cloud s CTO Office with technology leaders across financial services and other industries to transform sustainability in their organizations Here are three technology areas that I think are vital for sustainable finance both to manage climate related risks and to enable new climate finance opportunities Understanding localized climate risksCOP leaders are calling on companies to be transparent about the risks inherent in climate change Every business will be affected by a warming planet and it s critical to understand precisely how these events will affect company operations employees lives and entire value chains As BlackRock s CEO Larry Fink has stated climate risk is investment risk However physical risks from climate change are not evenly distributed around the world Some areas will see increased floods and others will face droughts or wildfires Rising sea levels will affect coastal areas and severe winter storms will affect places with historically milder winters Geospatial analytics and modeling has the potential to give us a much more accurate view of these localized climate related physical risks The Task Force on Climate Related Financial Disclosures TCFD recommends factoring the geographic location of the organization s value chain both upstream and downstream as well as the organization s own assets into any climate change scenario analysis efforts Using tools like Google Earth Engine and BigQuery it s possible to create a localized precise understanding of climate related physical risks for each location in the value chain Using AI to improve climate disclosureAnother key finance priority for COP is improving the quantity quality and comparability of climate related disclosures by companies so that investors and regulators can better understand climate risks and opportunities To date most of this disclosure has been published as human readable documents One example is Google s Environmental Report These documents are very helpful if you re in a position to deeply study an individual company but what if you want a broad view of sustainability progress across markets This is where AI comes in Specifically natural language machine learning approaches can be applied to classifying and extracting structured information from sustainability disclosures The TCFD recently used an AI approach to quantify the level of sustainability disclosure across companies from countries A team of experts manually labeled text passages in a sample of documents assigning a “yes or “no value to each review question such as “does the company disclose Scope Scope and if appropriate Scope greenhouse gas emissions Then they trained a model with these labels and used it to predict yes no responses for the entire corpus The resulting analytics were used by the task force to assess the state of adoption and level of disclosures Investors regulators and companies can all benefit from adopting natural language AI techniques to better understand sustainability documents whether those are from suppliers investors customers or even competitors Tools like Google Document AI and Vertex AutoML can accelerate AI adoption in these organizations Collaborative sustainability data sharingCOP is demonstrating the power of collaboration to solve climate challenges It s clear that individual organizations cannot go at this alone everyone must work together In the financial world companies need to share information with investors suppliers need to share data with companies and everyone needs to share data with regulators and central banks In an enterprise setting sharing data can be difficult involving legacy tools slow cycle times and one way processes What if sharing climate and sustainability data were as simple as sharing photos or documents in the cloud Cloud native tools like Analytics Hub built on BigQuery can definitely help here As a bonus thanks to Google s renewable energy matching building these solutions on Google Cloud today means the net operational greenhouse gas emissions associated with your application is zero And over time the gross carbon footprint of these workloads will decrease as we make progress towards our goal of running on carbon free energy around the clock by New momentum for carbon free energyTuesday November Devon Swezey Global Energy Markets and Policy LeadWhen Google announced our goal to operate on carbon free energy CFE at all of our data centers cloud regions and office campuses across the world by we knew that reaching it would require new partnerships with governments companies our customers and the communities in which we operate That s why it s been so exciting to see so many companies governments and organizations join Google in committing to advance CFE including today at the COP conference in Glasgow  Earlier today I participated on a panel with leaders from X AES Clean Energy the government of Iceland and the city of Ithaca New York to discuss the CFE Compact a multi stakeholder effort organized by Sustainable Energy for All to accelerate decarbonization of electricity grids across the globe SEforAll announced that new companies governments and organizations for a total of have now joined the Compact which Google CFO Ruth Porat publicly launched in a speech at the September UN High Level Dialogue on Energy In addition to the organizations that participated on today s panel CFE Compact signatories include Clean Air Task Force EDP Engie Johnson Controls and Orsted you can find a full list here The CFE Compact is a vehicle to focus action to go beyond the “emit and compensate model of the past and target the complete decarbonization of electricity consumption This is important because rapid electricity decarbonization is key to creating net zero emissions economies electricity accounts for of global carbon emissions but is also key to decarbonizing other sectors of the economy like transport industry and buildings According to the International Energy Agency s landmark Net Zero by report published earlier this year to achieve a net zero global economy by we must create zero carbon grids even earlier by according to the IEA while “electricity becomes the core of the energy system  With the CFE Compact stakeholders across the energy ecosystem can help accelerate this transition by driving progress in key areas We ll need more energy consumers targeting CFE for their operations new market and product innovations to enable around the clock clean power advancements in carbon free energy and demand optimization technologies and major shifts in policy We re hopeful that COP proves to be a strong foundation to build upon as we work collectively to decarbonize the grids in the coming decades  To learn more about the growing movement for Carbon free Energy and how you can get involved check out www gocarbonfree com And as Google advances towards our own CFE by goal we ll continue to share our learnings and our progress and work to help our partners and customers achieve their own decarbonization objectives Stay tuned for more updates in this area in the weeks ahead At COP we ll be watching the world turn ambition into actionMonday November Chris Talbott Cloud Sustainability LeadIt s Day of COP where for the next two weeks the work of nations companies agencies and individuals fighting climate change across the globe will be on full display  At Google we believe that technology is a powerful tool in that fight and consider the environment with every product we build and every data center we stand up We re also partnering with governments to decarbonize their economies improving climate preparedness and increasing climate resilience  And at Google Cloud we ve been working with our customers to apply cloud technologies to the critical climate change challenges they need to meet for their business goals In these engagements we re focused on turning the overwhelming ambition we hear from everyone we talk to ーapp developers to city planners to CEOs ーinto real action Which is why I m looking forward to the next two weeks and I m super interested in learning how other companies are tackling climate change in their industries  For example one of the things we ll be on the lookout for is new ideas for using technology to help visualize and quantify climate challenges ーthings like this AI generated installation with artwork that explores climate issues like coral bleaching Visual representations are already helping our customers make more sustainable decisions such as how to source materials more responsibly I hope we can learn more from the creative COP community on how to use visuals to influence sustainability decisions  Each day of COP has a theme ーfrom finance to energy to cities ーwhich is sure to bring new commitments from the leading sustainable companies in each industry Whether its pricing climate risk into financial assets last mile efficiency in logistics or infrastructure decarbonization individual industries all face unique sustainability challenges have unique goals and require unique technology solutions to achieve them For our part Google shared a new net zero commitment across our value chain heading into COP and I m looking forward to seeing all the new targets being set and progress that companies are making  We ll also be listening to the experts on howwe can avert the worst consequences of climate change The challenge is immense but change can start with small decisions all of us make Keep us bookmarked and check back with us often to hear perspectives from onsite in Glasgow and from climate and industry experts across our teams who are working on making the sustainable choice the easy one Related resourcesGoogle Cloud sustainability overviewAnnouncing new tools to measureーand reduceーyour environmental impactSustainability at Google Cloud Next	2021-11-12 21:00:00