投稿時間:2022-06-10 20:24:37 RSSフィード2022-06-10 20:00 分まとめ(30件)

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IT ITmedia 総合記事一覧 [ITmedia PC USER] MicrosoftがEdgeブラウザとXbox Cloud Gamingの統合を発表 PCでのゲーム体験を強化 https://www.itmedia.co.jp/pcuser/articles/2206/10/news196.html itmediapcusermicrosoft 2022-06-10 19:30:00
IT ITmedia 総合記事一覧 [ITmedia Mobile] 「OCN モバイル ONE」でセット端末のセール 1万円未満の機種も https://www.itmedia.co.jp/mobile/articles/2206/10/news195.html iphone 2022-06-10 19:01:00
js JavaScriptタグが付けられた新着投稿 - Qiita 【 Tauri 】Vanillaでのフロントエンド⇔バックエンドの通信方法まとめ https://qiita.com/moyamoyac/items/e220b938d0d98db9b5ef electron 2022-06-10 19:15:16
技術ブログ Developers.IO 複数のコミットを1つにまとめる方法 https://dev.classmethod.jp/articles/git-commit-matomeru/ developersio 2022-06-10 10:02:32
海外TECH MakeUseOf Document Go Code Automatically Using Godoc https://www.makeuseof.com/go-godoc-document-code-automatically/ comments 2022-06-10 10:30:14
海外TECH MakeUseOf What Is Security Posture and Why Is It Important? https://www.makeuseof.com/what-is-security-posture/ steps 2022-06-10 10:15:14
海外TECH MakeUseOf Why the EU Wants All Chargers to Be USB Type-C https://www.makeuseof.com/why-eu-wants-all-chargers-usb-type-c/ apple 2022-06-10 10:10:14
海外TECH DEV Community Machine Learning for a Shopify store – a step by step guide https://dev.to/mindsdb/machine-learning-for-a-shopify-store-a-step-by-step-guide-2gmf Machine Learning for a Shopify store a step by step guidePrerequisites SQL skillsWith the volume of data increasing exponentially it s critical for businesses focused on e commerce to leverage that data as quickly and efficiently as possible Machine learning represents a disruption to increase predictive capabilities and augment human decision making for use cases like price assortment and supply chain optimization inventory management delivery management and customer support In this how to guide we ll provide step by step instructions showing you how to simply make predictions using Shopify order data and MindsDB an open source in database ML framework It doesn t require significant data science skills “low code and at the same time has unique advantages for time series predictions This guide consists of three parts Exporting Shopify orders to a CSV file and uploading it to MindsDB Create a Predictor for forecasting purchase orders a machine learning model that learns from Shopify data Make Predictions with simple data queries STEP Exporting Shopify orders to a CSV fileShopify users are able to extract their orders data into a CSV file from their Shopify accounts To do so follow this Shopify tutorial to export orders along with their transaction histories or you can export only the transaction histories This will be the data source to train the machine learning model Exploring ML predictions with Shopify Data using MindsDBMindsDB makes it convenient to create and train machine learning predictive models with their GUI s SQL Editor using simple SQL syntax MindsDB s GUI can be accessed either on Cloud or local via the URL Make sure you have signed up for a free Cloud account or installed MindsDB locally For this tutorial we will make use of the MindsDB cloud to Upload Shopify order data to MindsDB Create and train a Machine Learning Predictive Model Make a Prediction Upload Shopify orders data to MindsDBOnce the Shopify orders data file is exported from the Shopify store we will access MindsDB GUI via Cloud to upload the data On the GUI s landing page select the button Add Data or the plug icon on the left side of the bar The screen will navigate to the page Select your data source Select the Files option and choose the Shopify button as your data source The screen will navigate to the Shopify Upload Data page for you to import your data file Under Upload a file click the tab to browse files on your local device and select your Shopify order data file Once the file is uploaded provide a name for the file you have uploaded that will be saved as the table name For this tutorial it will be named shopify orders You will be automatically directed to the SQL Editor where you can query the data file you have uploaded SELECT FROM files shopify ordersLIMIT Now that the data has been successfully uploaded we can move on to create and train a machine learning model STEP Create a machine learning predictorNow let s specify that we want to forecast the Total column which is a moving average of the historical price for sales However looking at the data you can see several entries for the same date depending on several factors the vendor the line item and the shipping country We want to generate forecasts to predict the behavior of Total price by vendor line item and country for the days MindsDB makes it simple so that we don t need to repeat the predictor creation process for every group there is Instead we can just group for both columns and the predictor will learn from all series and enable all forecasts In the SQL Editor we will make use of the CREATE PREDICTOR statement to create and train a model The basic syntax for training a time series predictor is specify predictor name target and the source of data for training CREATE PREDICTOR mindsdb predictor name FROM files SELECT sequential column partition column other column target column FROM file name PREDICT target column specify sorting and grouping for time series predictor ORDER BY sequantial column GROUP BY partition column specify time series interval of how many rows to look back and how many future predictions to make WINDOW int HORIZON int Select the Run button or Shift Enter to execute the query If successful the message Query successfully completed will appear in the console You can check the status of the model SELECT FROM mindsdb predictorsWHERE name shopify test model This step prompted the MindsDB AutoML engine to select a suitable model based on performance you can use DESCRIBE command to see how the model was built when training is complete On the other hand the USING syntax will give you full control over how to build your next model STEP Make PredictionsOnce the model s status is complete you can query it as a table to get forecasts for a given period of time Usually you ll want to know what happens right after the latest training data point that was fed for which we have a special bit of syntax the “LATEST keyword SELECT m Created at as date m Total as forecastFROM mindsdb shopify test model as mJOIN files shopify orders as tWHERE t Created at gt LATEST AND t LineItem name basketball top ANDt Shipping Country Spain AND t Vendor store LIMIT Now try changing LineItem Name to winter coat Vendor to store or Shipping Country to the Netherlands and see how the forecast varies This is because MindsDB recognizes each grouping as being its own different time series Note for the convenience of analysis it is better to use MindsDB with your database or analytical solution It speaks the SQL Wire Protocol and thus works with the majority of business intelligence tools CONCLUSIONWe have successfully created a machine learning predictive model using a Shopify order data file and made predictions MindsDB is an amazingly helpful tool that puts the power in your hands to create and analyze predictions in order to make better business decisions for your Shopify store NEXT STEPS Star the MindsDB repository and connect to the Slack Community 2022-06-10 10:36:07
海外TECH DEV Community Suggest some project ideas.. https://dev.to/aakash1/suggest-some-project-ideas-pjd Suggest some project ideas I have learned and applied NodeJS ExpressJs and MongoDB in building a simple video rental application It involves basic CRUD operaions and also includes user authorization and authentication using JsonWebTokens JWTs Currently learning SQL and PostgreSQL What other skills should I get familiar with to become a better backend developer 2022-06-10 10:14:02
Apple AppleInsider - Frontpage News Glasgow Apple Store staff join union, ask Apple to recognize it https://appleinsider.com/articles/22/06/10/glasgow-apple-store-staff-join-union-ask-apple-to-recognize-it?utm_medium=rss Glasgow Apple Store staff join union ask Apple to recognize itThe majority of workers at Apple Glasgow have joined the GMB Scotland union and have applied to Apple under the country s Voluntary Union Organization rules Apple GlasgowStaff in Apple Stores across the US continue to press for unionization despite anti union pressure from Apple Now according to the Glasgow Evening Times workers at Apple Glasgow have joined the GMB union Read more 2022-06-10 10:02:17
海外TECH Engadget Nintendo Switch Online gets three special version Kirby games https://www.engadget.com/nintendo-switch-online-gets-three-more-kirby-games-102055461.html?src=rss Nintendo Switch Online gets three special version Kirby gamesNintendo has been boosting its Switch Online retro library at a fast pace recently adding Congo s Caper Rival Turf and Kirby Now with version it s adding three more Kirby titles all special SP versions with secret modes unlocked Kirby Super Star Kirby s Dream Land and Kirby s Dream Course Kirby Super Star originally launched on Super NES with eight side scrolling platform games including two minigames Secret modes available include Meta Knight Milky Way Wishes and the Arena SNES platformer Kirby s Dream Land meanwhile includes extra options like Play Extra Course and the Dance Select option Finally with the miniature golf game Kirby s Dream Course SNES you automatically get percent completion and access to all stages if you choose A Nintendo Switch Online subscription unlocks online play cloud saves and access to a library of NES and SNES games on the Switch To gain access to N and Sega Genesis titles you ll need an additional paid tier called the Expansion Pack Switch Online costs annually while the Expansion Pack is per year 2022-06-10 10:20:55
ラズパイ Raspberry Pi I belong in computer science https://www.raspberrypi.org/blog/i-belong-in-computer-science-isaac-computer-science/ I belong in computer scienceAt the Raspberry Pi Foundation we believe everyone belongs in computer science and that it is a much more varied field than is commonly assumed One of the ways we want to promote inclusivity and highlight the variety of skills and interests needed in computer science is through our I belong campaign We do this The post I belong in computer science appeared first on Raspberry Pi 2022-06-10 10:28:16
海外ニュース Japan Times latest articles Ukraine crisis pushes the world’s hungry over the brink https://www.japantimes.co.jp/opinion/2022/06/10/editorials/ukraine-food-crisis/ ukraine 2022-06-10 19:14:05
海外ニュース Japan Times latest articles Will Japan raise defense spending to 2% of GDP? https://www.japantimes.co.jp/opinion/2022/06/10/commentary/world-commentary/japans-defense-spending-2/ domestic 2022-06-10 19:12:06
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ニュース BBC News - Home Rishi Sunak accused of wasting billions servicing government debt https://www.bbc.co.uk/news/business-61754394?at_medium=RSS&at_campaign=KARANGA interest 2022-06-10 10:55:49
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ニュース BBC News - Home Russia's new version of McDonald's unveils logo https://www.bbc.co.uk/news/business-61727807?at_medium=RSS&at_campaign=KARANGA chain 2022-06-10 10:08:29
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ビジネス 不景気.com gumiの22年4月期は62億円の最終赤字、広告費増で - 不景気com https://www.fukeiki.com/2022/06/gumi-2022-loss.html 最終赤字 2022-06-10 10:07:36
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北海道 北海道新聞 今季の奥尻ウニ、身入り上々 初水揚げ、新たに殻むき体験 https://www.hokkaido-np.co.jp/article/692046/ 青苗 2022-06-10 19:01:00
マーケティング MarkeZine スーパーマーケットチェーンのPXマート、OMOデジタル戦略を始動 Appierのソリューションを導入 http://markezine.jp/article/detail/38638 appier 2022-06-10 19:15:00
IT 週刊アスキー 恐怖の結末を選ぶのは――キミだ。『クアリー ~悪夢のサマーキャンプ』が全世界で発売開始! https://weekly.ascii.jp/elem/000/004/094/4094347/ playstation 2022-06-10 19:30:00
IT 週刊アスキー 『ウマ娘 プリティーダービー』の新CMシリーズ「GENERATIONS」第3弾が本日より公開! https://weekly.ascii.jp/elem/000/004/094/4094348/ cygames 2022-06-10 19:30:00

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