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8.351a1.312 1.312 0 0 1-1.146 1.954H1.33A1.313 1.313 0 0 1 .183 9.058ZM7 7V3H5v4Zm-1 3a1 1 0 1 0 0-2 1 1 0 0 0 0 2Z"></path> </svg> </span> <span></span> </div> </div> <div data-target="query-builder.screenReaderFeedback" aria-live="polite" aria-atomic="true" class="sr-only"></div> </query-builder></form> <div class="d-flex flex-row color-fg-muted px-3 text-small color-bg-default search-feedback-prompt"> <a target="_blank" href="https://docs.github.com/search-github/github-code-search/understanding-github-code-search-syntax" data-view-component="true" class="Link color-fg-accent text-normal ml-2"> Search syntax tips </a> <div class="d-flex flex-1"></div> </div> </div> </div> </div> </modal-dialog></div> </div> <div data-action="click:qbsearch-input#retract" class="dark-backdrop position-fixed" hidden data-target="qbsearch-input.darkBackdrop"></div> <div class="color-fg-default"> <dialog-helper> <dialog data-target="qbsearch-input.feedbackDialog" data-action="close:qbsearch-input#handleDialogClose cancel:qbsearch-input#handleDialogClose" id="feedback-dialog" aria-modal="true" aria-labelledby="feedback-dialog-title" aria-describedby="feedback-dialog-description" data-view-component="true" class="Overlay Overlay-whenNarrow Overlay--size-medium Overlay--motion-scaleFade Overlay--disableScroll"> <div data-view-component="true" class="Overlay-header"> <div class="Overlay-headerContentWrap"> <div class="Overlay-titleWrap"> <h1 class="Overlay-title " id="feedback-dialog-title"> Provide feedback </h1> </div> <div class="Overlay-actionWrap"> <button data-close-dialog-id="feedback-dialog" aria-label="Close" type="button" data-view-component="true" class="close-button Overlay-closeButton"><svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 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src=\"https://camo.githubusercontent.com/808784d38b08de7ce3c708ceda10c9bb6532a8081c1083e98b1022c8c071a735/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2d4b6f7265616e2d7768697465\" alt=\"Korean\" data-canonical-src=\"https://img.shields.io/badge/-Korean-white\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\n\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/translations/README.ja.md\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/b8a853d5c2f1a25ceaa23a3294925a27c40cc92d501fccf1750adc3d76574b62/68747470733a2f2f696d672e736869656c64732e696f2f62616467652f2d4a6170616e6573652d726564\" alt=\"Japanese\" data-canonical-src=\"https://img.shields.io/badge/-Japanese-red\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://discord.gg/zxKYvhSnVp?WT.mc_id=academic-000002-leestott\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/f4d9156fd0c0398055e20e01c07238f1d27cf2f00c7659bc67fe60d23cd33bd3/68747470733a2f2f646362616467652e76657263656c2e6170702f6170692f7365727665722f42795277754545674834\" alt=\"\" data-canonical-src=\"https://dcbadge.vercel.app/api/server/ByRwuEEgH4\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch1 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eIoT for Beginners - A Curriculum\u003c/h1\u003e\u003ca id=\"user-content-iot-for-beginners---a-curriculum\" class=\"anchor\" aria-label=\"Permalink: IoT for Beginners - A Curriculum\" href=\"#iot-for-beginners---a-curriculum\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eAzure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson curriculum all about IoT basics. Each lesson includes pre- and post-lesson quizzes, written instructions to complete the lesson, a solution, an assignment and more. Our project-based pedagogy allows you to learn while building, a proven way for new skills to 'stick'.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eThe projects cover the journey of food from farm to table. This includes farming, logistics, manufacturing, retail and consumer - all popular industry areas for IoT devices.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca target=\"_blank\" rel=\"noopener noreferrer\" href=\"/microsoft/IoT-For-Beginners/blob/main/sketchnotes/Roadmap.jpg\"\u003e\u003cimg src=\"/microsoft/IoT-For-Beginners/raw/main/sketchnotes/Roadmap.jpg\" alt=\"A road map for the course showing 24 lessons covering intro, farming, transport, processing, retail and cooking\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003eSketchnote by \u003ca href=\"https://github.com/nitya\"\u003eNitya Narasimhan\u003c/a\u003e. Click the image for a larger version.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eHearty thanks to our authors \u003ca href=\"https://github.com/jenfoxbot\"\u003eJen Fox\u003c/a\u003e, \u003ca href=\"https://github.com/jlooper\"\u003eJen Looper\u003c/a\u003e, \u003ca href=\"https://github.com/jimbobbennett\"\u003eJim Bennett\u003c/a\u003e, and our sketchnote artist \u003ca href=\"https://github.com/nitya\"\u003eNitya Narasimhan\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eThanks as well to our team of \u003ca href=\"https://studentambassadors.microsoft.com?WT.mc_id=academic-17441-jabenn\" rel=\"nofollow\"\u003eMicrosoft Learn Student Ambassadors\u003c/a\u003e who have been reviewing and translating this curriculum - \u003ca href=\"https://github.com/AdityaGarg00\"\u003eAditya Garg\u003c/a\u003e, \u003ca href=\"https://github.com/Anurag-0-1-A\"\u003eAnurag Sharma\u003c/a\u003e, \u003ca href=\"https://github.com/Arpiiitaaa\"\u003eArpita Das\u003c/a\u003e, \u003ca href=\"https://www.linkedin.com/in/aryan-jain-47a4a1145/\" rel=\"nofollow\"\u003eAryan Jain\u003c/a\u003e, \u003ca href=\"https://github.com/EliteWarrior315\"\u003eBhavesh Suneja\u003c/a\u003e, \u003ca href=\"https://faithhunja.github.io/\" rel=\"nofollow\"\u003eFaith Hunja\u003c/a\u003e, \u003ca href=\"https://www.linkedin.com/in/lateefah-bello/\" rel=\"nofollow\"\u003eLateefah Bello\u003c/a\u003e, \u003ca href=\"https://github.com/Severus-Matthew\"\u003eManvi Jha\u003c/a\u003e, \u003ca href=\"https://www.linkedin.com/in/mireille-tan-a4834819a/\" rel=\"nofollow\"\u003eMireille Tan\u003c/a\u003e, \u003ca href=\"https://github.com/Iftu119\"\u003eMohammad Iftekher (Iftu) Ebne Jalal\u003c/a\u003e, \u003ca href=\"https://github.com/mohzulfikar\"\u003eMohammad Zulfikar\u003c/a\u003e, \u003ca href=\"https://www.linkedin.com/in/priyanshu-srivastav-b067241ba\" rel=\"nofollow\"\u003ePriyanshu Srivastav\u003c/a\u003e, \u003ca href=\"https://github.com/innovation-platform\"\u003eThanmai Gowducheruvu\u003c/a\u003e, and \u003ca href=\"https://www.linkedin.com/in/zina-kamel/\" rel=\"nofollow\"\u003eZina Kamel\u003c/a\u003e.\u003c/strong\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eMeet the team!\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://youtu.be/-wippUJRi5k\" rel=\"nofollow\"\u003e\u003cimg src=\"/microsoft/IoT-For-Beginners/raw/main/images/IOT.gif\" alt=\"Promo video\" data-animated-image=\"\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eGif by\u003c/strong\u003e \u003ca href=\"https://linkedin.com/in/mohitjaisal\" rel=\"nofollow\"\u003eMohit Jaisal\u003c/a\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e🎥 Click the image above for a video about the project!\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eTeachers\u003c/strong\u003e, we have \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/for-teachers.md\"\u003eincluded some suggestions\u003c/a\u003e on how to use this curriculum. If you would like to create your own lessons, we have also included a \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/lesson-template/README.md\"\u003elesson template\u003c/a\u003e.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003e\u003ca href=\"https://aka.ms/student-page\" rel=\"nofollow\"\u003eStudents\u003c/a\u003e\u003c/strong\u003e, to use this curriculum on your own, fork the entire repo and complete the exercises on your own, starting with a pre-lecture quiz, then reading the lecture and completing the rest of the activities. Try to create the projects by comprehending the lessons rather than copying the solution code; however that code is available in the /solutions folders in each project-oriented lesson. Another idea would be to form a study group with friends and go through the content together. For further study, we recommend \u003ca href=\"https://docs.microsoft.com/users/jimbobbennett/collections/ke2ehd351jopwr?WT.mc_id=academic-17441-jabenn\" rel=\"nofollow\"\u003eMicrosoft Learn\u003c/a\u003e.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cp dir=\"auto\"\u003eFor a video overview of this course, check out this video:\u003c/p\u003e\n\u003cp dir=\"auto\"\u003e\u003ca href=\"https://youtube.com/watch?v=bccEMm8gRuc\" title=\"Promo video\" rel=\"nofollow\"\u003e\u003cimg src=\"https://camo.githubusercontent.com/aaaf02fd6b8d533f75670401a5934a7107dd8795c4142798f5f8b1d52dd57343/68747470733a2f2f696d672e796f75747562652e636f6d2f76692f626363454d6d38675275632f302e6a7067\" alt=\"Promo video\" data-canonical-src=\"https://img.youtube.com/vi/bccEMm8gRuc/0.jpg\" style=\"max-width: 100%;\"\u003e\u003c/a\u003e\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e🎥 Click the image above for a video about the project!\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePedagogy\u003c/h2\u003e\u003ca id=\"user-content-pedagogy\" class=\"anchor\" aria-label=\"Permalink: Pedagogy\" href=\"#pedagogy\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWe have chosen two pedagogical tenets while building this curriculum: ensuring that it is project-based and that it includes frequent quizzes. By the end of this series, students will have built a plant monitoring and watering system, a vehicle tracker, a smart factory setup to track and check food, and a voice-controlled cooking timer, and will have learned the basics of the Internet of Things including how to write device code, connect to the cloud, analyze telemetry and run AI on the edge.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eBy ensuring that the content aligns with projects, the process is made more engaging for students and retention of concepts will be augmented.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eIn addition, a low-stakes quiz before a class sets the intention of the student towards learning a topic, while a second quiz after class ensures further retention. This curriculum was designed to be flexible and fun and can be taken in whole or in part. The projects start small and become increasingly complex by the end of the 12 week cycle.\u003c/p\u003e\n\u003cp dir=\"auto\"\u003eEach project is based around real-world hardware available to students and hobbyists. Each project looks into the specific project domain, providing relevant background knowledge. To be a successful developer it helps to understand the domain in which you are solving problems, providing this background knowledge allows students to think about their IoT solutions and learnings in the context of the kind of real-world problem that they might be asked to solve as an IoT developer. Students learn the 'why' of the solutions they are building, and get an appreciation of the end user.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHardware\u003c/h2\u003e\u003ca id=\"user-content-hardware\" class=\"anchor\" aria-label=\"Permalink: Hardware\" href=\"#hardware\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWe have two choices of IoT hardware to use for the projects depending on personal preference, programming language knowledge or preferences, learning goals and availability. We have also provided a 'virtual hardware' version for those who don't have access to hardware, or want to learn more before committing to a purchase. You can read more and find a 'shopping list' on the \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/hardware.md\"\u003ehardware page\u003c/a\u003e, including links to buy complete kits from our friends at Seeed Studio.\u003c/p\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e💁 Find our \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/CODE_OF_CONDUCT.md\"\u003eCode of Conduct\u003c/a\u003e, \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/CONTRIBUTING.md\"\u003eContributing\u003c/a\u003e, and \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/TRANSLATIONS.md\"\u003eTranslation\u003c/a\u003e guidelines. We welcome your constructive feedback!\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eEach lesson includes:\u003c/h2\u003e\u003ca id=\"user-content-each-lesson-includes\" class=\"anchor\" aria-label=\"Permalink: Each lesson includes:\" href=\"#each-lesson-includes\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003esketchnote\u003c/li\u003e\n\u003cli\u003eoptional supplemental video\u003c/li\u003e\n\u003cli\u003epre-lesson warmup quiz\u003c/li\u003e\n\u003cli\u003ewritten lesson\u003c/li\u003e\n\u003cli\u003efor project-based lessons, step-by-step guides on how to build the project\u003c/li\u003e\n\u003cli\u003eknowledge checks\u003c/li\u003e\n\u003cli\u003ea challenge\u003c/li\u003e\n\u003cli\u003esupplemental reading\u003c/li\u003e\n\u003cli\u003eassignment\u003c/li\u003e\n\u003cli\u003epost-lesson quiz\u003c/li\u003e\n\u003c/ul\u003e\n\u003cblockquote\u003e\n\u003cp dir=\"auto\"\u003e\u003cstrong\u003eA note about quizzes\u003c/strong\u003e: All quizzes are contained in the quiz-app folder, for 48 total quizzes of three questions each. They are linked from within the lessons but the quiz app can be run locally or deployed to Azure; follow the instruction in the \u003ccode\u003equiz-app\u003c/code\u003e folder. They are gradually being localized.\u003c/p\u003e\n\u003c/blockquote\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eLessons\u003c/h2\u003e\u003ca id=\"user-content-lessons\" class=\"anchor\" aria-label=\"Permalink: Lessons\" href=\"#lessons\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cmarkdown-accessiblity-table\u003e\u003ctable\u003e\n\u003cthead\u003e\n\u003ctr\u003e\n\u003cth align=\"center\"\u003e\u003c/th\u003e\n\u003cth align=\"center\"\u003eProject Name\u003c/th\u003e\n\u003cth align=\"center\"\u003eConcepts Taught\u003c/th\u003e\n\u003cth\u003eLearning Objectives\u003c/th\u003e\n\u003cth align=\"center\"\u003eLinked Lesson\u003c/th\u003e\n\u003c/tr\u003e\n\u003c/thead\u003e\n\u003ctbody\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e01\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/1-getting-started/README.md\"\u003eGetting started\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eIntroduction to IoT\u003c/td\u003e\n\u003ctd\u003eLearn the basic principles of IoT and the basic building blocks of IoT solutions such as sensors and cloud services whilst you are setting up your first IoT device\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/1-getting-started/lessons/1-introduction-to-iot/README.md\"\u003eIntroduction to IoT\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e02\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/1-getting-started/README.md\"\u003eGetting started\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eA deeper dive into IoT\u003c/td\u003e\n\u003ctd\u003eLearn more about the components of an IoT system, as well as microcontrollers and single-board computers\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/1-getting-started/lessons/2-deeper-dive/README.md\"\u003eA deeper dive into IoT\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e03\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/1-getting-started/README.md\"\u003eGetting started\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eInteract with the physical world with sensors and actuators\u003c/td\u003e\n\u003ctd\u003eLearn about sensors to gather data from the physical world, and actuators to send feedback, whilst you build a nightlight\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/1-getting-started/lessons/3-sensors-and-actuators/README.md\"\u003eInteract with the physical world with sensors and actuators\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e04\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/1-getting-started/README.md\"\u003eGetting started\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eConnect your device to the Internet\u003c/td\u003e\n\u003ctd\u003eLearn about how to connect an IoT device to the Internet to send and receive messages by connecting your nightlight to an MQTT broker\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/1-getting-started/lessons/4-connect-internet/README.md\"\u003eConnect your device to the Internet\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e05\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md\"\u003eFarm\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003ePredict plant growth\u003c/td\u003e\n\u003ctd\u003eLearn how to predict plant growth using temperature data captured by an IoT device\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/1-predict-plant-growth/README.md\"\u003ePredict plant growth\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e06\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md\"\u003eFarm\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eDetect soil moisture\u003c/td\u003e\n\u003ctd\u003eLearn how to detect soil moisture and calibrate a soil moisture sensor\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/2-detect-soil-moisture/README.md\"\u003eDetect soil moisture\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e07\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md\"\u003eFarm\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eAutomated plant watering\u003c/td\u003e\n\u003ctd\u003eLearn how to automate and time watering using a relay and MQTT\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/3-automated-plant-watering/README.md\"\u003eAutomated plant watering\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e08\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md\"\u003eFarm\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eMigrate your plant to the cloud\u003c/td\u003e\n\u003ctd\u003eLearn about the cloud and cloud-hosted IoT services and how to connect your plant to one of these instead of a public MQTT broker\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/4-migrate-your-plant-to-the-cloud/README.md\"\u003eMigrate your plant to the cloud\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e09\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md\"\u003eFarm\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eMigrate your application logic to the cloud\u003c/td\u003e\n\u003ctd\u003eLearn about how you can write application logic in the cloud that responds to IoT messages\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/5-migrate-application-to-the-cloud/README.md\"\u003eMigrate your application logic to the cloud\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e10\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md\"\u003eFarm\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eKeep your plant secure\u003c/td\u003e\n\u003ctd\u003eLearn about security with IoT and how to keep your plant secure with keys and certificates\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/6-keep-your-plant-secure/README.md\"\u003eKeep your plant secure\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e11\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/3-transport/README.md\"\u003eTransport\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eLocation tracking\u003c/td\u003e\n\u003ctd\u003eLearn about GPS location tracking for IoT devices\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/3-transport/lessons/1-location-tracking/README.md\"\u003eLocation tracking\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e12\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/3-transport/README.md\"\u003eTransport\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eStore location data\u003c/td\u003e\n\u003ctd\u003eLearn how to store IoT data to be visualized or analysed later\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/3-transport/lessons/2-store-location-data/README.md\"\u003eStore location data\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e13\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/3-transport/README.md\"\u003eTransport\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eVisualize location data\u003c/td\u003e\n\u003ctd\u003eLearn about visualizing location data on a map, and how maps represent the real 3d world in 2 dimensions\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/3-transport/lessons/3-visualize-location-data/README.md\"\u003eVisualize location data\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e14\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/3-transport/README.md\"\u003eTransport\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eGeofences\u003c/td\u003e\n\u003ctd\u003eLearn about geofences, and how they can be used to alert when vehicles in the supply chain are close to their destination\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/3-transport/lessons/4-geofences/README.md\"\u003eGeofences\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e15\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/README.md\"\u003eManufacturing\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eTrain a fruit quality detector\u003c/td\u003e\n\u003ctd\u003eLearn about training an image classifier in the cloud to detect fruit quality\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/lessons/1-train-fruit-detector/README.md\"\u003eTrain a fruit quality detector\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e16\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/README.md\"\u003eManufacturing\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eCheck fruit quality from an IoT device\u003c/td\u003e\n\u003ctd\u003eLearn about using your fruit quality detector from an IoT device\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/lessons/2-check-fruit-from-device/README.md\"\u003eCheck fruit quality from an IoT device\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e17\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/README.md\"\u003eManufacturing\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eRun your fruit detector on the edge\u003c/td\u003e\n\u003ctd\u003eLearn about running your fruit detector on an IoT device on the edge\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/lessons/3-run-fruit-detector-edge/README.md\"\u003eRun your fruit detector on the edge\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e18\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/README.md\"\u003eManufacturing\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eTrigger fruit quality detection from a sensor\u003c/td\u003e\n\u003ctd\u003eLearn about triggering fruit quality detection from a sensor\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/lessons/4-trigger-fruit-detector/README.md\"\u003eTrigger fruit quality detection from a sensor\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e19\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/5-retail/README.md\"\u003eRetail\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eTrain a stock detector\u003c/td\u003e\n\u003ctd\u003eLearn how to use object detection to train a stock detector to count stock in a shop\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/5-retail/lessons/1-train-stock-detector/README.md\"\u003eTrain a stock detector\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e20\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/5-retail/README.md\"\u003eRetail\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eCheck stock from an IoT device\u003c/td\u003e\n\u003ctd\u003eLearn how to check stock from an IoT device using an object detection model\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/5-retail/lessons/2-check-stock-device/README.md\"\u003eCheck stock from an IoT device\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e21\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/6-consumer/README.md\"\u003eConsumer\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eRecognize speech with an IoT device\u003c/td\u003e\n\u003ctd\u003eLearn how to recognize speech from an IoT device to build a smart timer\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/6-consumer/lessons/1-speech-recognition/README.md\"\u003eRecognize speech with an IoT device\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e22\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/6-consumer/README.md\"\u003eConsumer\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eUnderstand language\u003c/td\u003e\n\u003ctd\u003eLearn how to understand sentences spoken to an IoT device\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/6-consumer/lessons/2-language-understanding/README.md\"\u003eUnderstand language\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e23\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/6-consumer/README.md\"\u003eConsumer\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eSet a timer and provide spoken feedback\u003c/td\u003e\n\u003ctd\u003eLearn how to set a timer on an IoT device and give spoken feedback on when the timer is set and when it finishes\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/6-consumer/lessons/3-spoken-feedback/README.md\"\u003eSet a timer and provide spoken feedback\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003ctr\u003e\n\u003ctd align=\"center\"\u003e24\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/6-consumer/README.md\"\u003eConsumer\u003c/a\u003e\u003c/td\u003e\n\u003ctd align=\"center\"\u003eSupport multiple languages\u003c/td\u003e\n\u003ctd\u003eLearn how to support multiple languages, both being spoken to and the responses from your smart timer\u003c/td\u003e\n\u003ctd align=\"center\"\u003e\u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/6-consumer/lessons/4-multiple-language-support/README.md\"\u003eSupport multiple languages\u003c/a\u003e\u003c/td\u003e\n\u003c/tr\u003e\n\u003c/tbody\u003e\n\u003c/table\u003e\u003c/markdown-accessiblity-table\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eOffline access\u003c/h2\u003e\u003ca id=\"user-content-offline-access\" class=\"anchor\" aria-label=\"Permalink: Offline access\" href=\"#offline-access\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can run this documentation offline by using \u003ca href=\"https://docsify.js.org/#/\" rel=\"nofollow\"\u003eDocsify\u003c/a\u003e. Fork this repo, \u003ca href=\"https://docsify.js.org/#/quickstart\" rel=\"nofollow\"\u003einstall Docsify\u003c/a\u003e on your local machine, and then in the root folder of this repo, type \u003ccode\u003edocsify serve\u003c/code\u003e. The website will be served on port 3000 on your localhost: \u003ccode\u003elocalhost:3000\u003c/code\u003e.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003ePDF\u003c/h3\u003e\u003ca id=\"user-content-pdf\" class=\"anchor\" aria-label=\"Permalink: PDF\" href=\"#pdf\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can generate a PDF of this content for offline access if needed. To do this, make sure you have \u003ca href=\"https://docs.npmjs.com/downloading-and-installing-node-js-and-npm\" rel=\"nofollow\"\u003enpm installed\u003c/a\u003e and run the following commands in the root folder of this repo:\u003c/p\u003e\n\u003cdiv class=\"highlight highlight-source-shell notranslate position-relative overflow-auto\" dir=\"auto\" data-snippet-clipboard-copy-content=\"npm i\nnpm run convert\"\u003e\u003cpre\u003enpm i\nnpm run convert\u003c/pre\u003e\u003c/div\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch3 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eSlides\u003c/h3\u003e\u003ca id=\"user-content-slides\" class=\"anchor\" aria-label=\"Permalink: Slides\" href=\"#slides\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eThere are slide decks for some of the lessons in the \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/slides\"\u003eslides\u003c/a\u003e folder.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eHelp Wanted!\u003c/h2\u003e\u003ca id=\"user-content-help-wanted\" class=\"anchor\" aria-label=\"Permalink: Help Wanted!\" href=\"#help-wanted\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eWould you like to contribute a translation? Please read our \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/TRANSLATIONS.md\"\u003etranslation guidelines\u003c/a\u003e and add input \u003ca href=\"https://github.com/microsoft/IoT-For-Beginners/issues?q=is%3Aissue+is%3Aopen+label%3Atranslation\"\u003eto one of the translations issues\u003c/a\u003e. If you want to translate into a new language, please raise a new issue for tracking.\u003c/p\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eOther Curricula\u003c/h2\u003e\u003ca id=\"user-content-other-curricula\" class=\"anchor\" aria-label=\"Permalink: Other Curricula\" href=\"#other-curricula\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eOur team produces other curricula! Check out:\u003c/p\u003e\n\u003cul dir=\"auto\"\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/ai-beginners\" rel=\"nofollow\"\u003eAI for Beginners\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/datascience-beginners\" rel=\"nofollow\"\u003eData Science for Beginners\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/genai-beginners\" rel=\"nofollow\"\u003eGenerative AI for Beginners\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://github.com/microsoft/Security-101??WT.mc_id=academic-96948-sayoung\"\u003e\u003cstrong\u003eNEW\u003c/strong\u003e Cybersecurity for Beginners\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/webdev-beginners?WT.mc_id=academic-113596-abartolo\" rel=\"nofollow\"\u003eWeb Dev for Beginners\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/iot-beginners\" rel=\"nofollow\"\u003eIoT for Beginners\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/ml-beginners\" rel=\"nofollow\"\u003eMachine Learning for Beginners\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/xr-dev-for-beginners\" rel=\"nofollow\"\u003eXR Development for Beginners\u003c/a\u003e\u003c/li\u003e\n\u003cli\u003e\u003ca href=\"https://aka.ms/GitHubCopilotAI\" rel=\"nofollow\"\u003eMastering GitHub Copilot for AI Paired Programming\u003c/a\u003e\u003c/li\u003e\n\u003c/ul\u003e\n\u003cdiv class=\"markdown-heading\" dir=\"auto\"\u003e\u003ch2 tabindex=\"-1\" class=\"heading-element\" dir=\"auto\"\u003eImage attributions\u003c/h2\u003e\u003ca id=\"user-content-image-attributions\" class=\"anchor\" aria-label=\"Permalink: Image attributions\" href=\"#image-attributions\"\u003e\u003csvg class=\"octicon octicon-link\" viewBox=\"0 0 16 16\" version=\"1.1\" width=\"16\" height=\"16\" aria-hidden=\"true\"\u003e\u003cpath d=\"m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z\"\u003e\u003c/path\u003e\u003c/svg\u003e\u003c/a\u003e\u003c/div\u003e\n\u003cp dir=\"auto\"\u003eYou can find all the attributions for the images used in this curriculum where required in the \u003ca href=\"/microsoft/IoT-For-Beginners/blob/main/attributions.md\"\u003eAttributions\u003c/a\u003e.\u003c/p\u003e\n\u003c/article\u003e","loaded":true,"timedOut":false,"errorMessage":null,"headerInfo":{"toc":[{"level":1,"text":"IoT for Beginners - A Curriculum","anchor":"iot-for-beginners---a-curriculum","htmlText":"IoT for Beginners - A Curriculum"},{"level":2,"text":"Pedagogy","anchor":"pedagogy","htmlText":"Pedagogy"},{"level":2,"text":"Hardware","anchor":"hardware","htmlText":"Hardware"},{"level":2,"text":"Each lesson includes:","anchor":"each-lesson-includes","htmlText":"Each lesson includes:"},{"level":2,"text":"Lessons","anchor":"lessons","htmlText":"Lessons"},{"level":2,"text":"Offline access","anchor":"offline-access","htmlText":"Offline access"},{"level":3,"text":"PDF","anchor":"pdf","htmlText":"PDF"},{"level":3,"text":"Slides","anchor":"slides","htmlText":"Slides"},{"level":2,"text":"Help Wanted!","anchor":"help-wanted","htmlText":"Help Wanted!"},{"level":2,"text":"Other Curricula","anchor":"other-curricula","htmlText":"Other Curricula"},{"level":2,"text":"Image attributions","anchor":"image-attributions","htmlText":"Image 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data-canonical-src="https://dcbadge.vercel.app/api/server/ByRwuEEgH4" style="max-width: 100%;"></a></p> <div class="markdown-heading" dir="auto"><h1 tabindex="-1" class="heading-element" dir="auto">IoT for Beginners - A Curriculum</h1><a id="user-content-iot-for-beginners---a-curriculum" class="anchor" aria-label="Permalink: IoT for Beginners - A Curriculum" href="#iot-for-beginners---a-curriculum"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Azure Cloud Advocates at Microsoft are pleased to offer a 12-week, 24-lesson curriculum all about IoT basics. Each lesson includes pre- and post-lesson quizzes, written instructions to complete the lesson, a solution, an assignment and more. Our project-based pedagogy allows you to learn while building, a proven way for new skills to 'stick'.</p> <p dir="auto">The projects cover the journey of food from farm to table. This includes farming, logistics, manufacturing, retail and consumer - all popular industry areas for IoT devices.</p> <p dir="auto"><a target="_blank" rel="noopener noreferrer" href="/microsoft/IoT-For-Beginners/blob/main/sketchnotes/Roadmap.jpg"><img src="/microsoft/IoT-For-Beginners/raw/main/sketchnotes/Roadmap.jpg" alt="A road map for the course showing 24 lessons covering intro, farming, transport, processing, retail and cooking" style="max-width: 100%;"></a></p> <blockquote> <p dir="auto">Sketchnote by <a href="https://github.com/nitya">Nitya Narasimhan</a>. Click the image for a larger version.</p> </blockquote> <p dir="auto"><strong>Hearty thanks to our authors <a href="https://github.com/jenfoxbot">Jen Fox</a>, <a href="https://github.com/jlooper">Jen Looper</a>, <a href="https://github.com/jimbobbennett">Jim Bennett</a>, and our sketchnote artist <a href="https://github.com/nitya">Nitya Narasimhan</a>.</strong></p> <p dir="auto"><strong>Thanks as well to our team of <a href="https://studentambassadors.microsoft.com?WT.mc_id=academic-17441-jabenn" rel="nofollow">Microsoft Learn Student Ambassadors</a> who have been reviewing and translating this curriculum - <a href="https://github.com/AdityaGarg00">Aditya Garg</a>, <a href="https://github.com/Anurag-0-1-A">Anurag Sharma</a>, <a href="https://github.com/Arpiiitaaa">Arpita Das</a>, <a href="https://www.linkedin.com/in/aryan-jain-47a4a1145/" rel="nofollow">Aryan Jain</a>, <a href="https://github.com/EliteWarrior315">Bhavesh Suneja</a>, <a href="https://faithhunja.github.io/" rel="nofollow">Faith Hunja</a>, <a href="https://www.linkedin.com/in/lateefah-bello/" rel="nofollow">Lateefah Bello</a>, <a href="https://github.com/Severus-Matthew">Manvi Jha</a>, <a href="https://www.linkedin.com/in/mireille-tan-a4834819a/" rel="nofollow">Mireille Tan</a>, <a href="https://github.com/Iftu119">Mohammad Iftekher (Iftu) Ebne Jalal</a>, <a href="https://github.com/mohzulfikar">Mohammad Zulfikar</a>, <a href="https://www.linkedin.com/in/priyanshu-srivastav-b067241ba" rel="nofollow">Priyanshu Srivastav</a>, <a href="https://github.com/innovation-platform">Thanmai Gowducheruvu</a>, and <a href="https://www.linkedin.com/in/zina-kamel/" rel="nofollow">Zina Kamel</a>.</strong></p> <p dir="auto">Meet the team!</p> <p dir="auto"><a href="https://youtu.be/-wippUJRi5k" rel="nofollow"><img src="/microsoft/IoT-For-Beginners/raw/main/images/IOT.gif" alt="Promo video" data-animated-image="" style="max-width: 100%;"></a></p> <p dir="auto"><strong>Gif by</strong> <a href="https://linkedin.com/in/mohitjaisal" rel="nofollow">Mohit Jaisal</a></p> <blockquote> <p dir="auto">🎥 Click the image above for a video about the project!</p> </blockquote> <blockquote> <p dir="auto"><strong>Teachers</strong>, we have <a href="/microsoft/IoT-For-Beginners/blob/main/for-teachers.md">included some suggestions</a> on how to use this curriculum. If you would like to create your own lessons, we have also included a <a href="/microsoft/IoT-For-Beginners/blob/main/lesson-template/README.md">lesson template</a>.</p> </blockquote> <blockquote> <p dir="auto"><strong><a href="https://aka.ms/student-page" rel="nofollow">Students</a></strong>, to use this curriculum on your own, fork the entire repo and complete the exercises on your own, starting with a pre-lecture quiz, then reading the lecture and completing the rest of the activities. Try to create the projects by comprehending the lessons rather than copying the solution code; however that code is available in the /solutions folders in each project-oriented lesson. Another idea would be to form a study group with friends and go through the content together. For further study, we recommend <a href="https://docs.microsoft.com/users/jimbobbennett/collections/ke2ehd351jopwr?WT.mc_id=academic-17441-jabenn" rel="nofollow">Microsoft Learn</a>.</p> </blockquote> <p dir="auto">For a video overview of this course, check out this video:</p> <p dir="auto"><a href="https://youtube.com/watch?v=bccEMm8gRuc" title="Promo video" rel="nofollow"><img src="https://camo.githubusercontent.com/aaaf02fd6b8d533f75670401a5934a7107dd8795c4142798f5f8b1d52dd57343/68747470733a2f2f696d672e796f75747562652e636f6d2f76692f626363454d6d38675275632f302e6a7067" alt="Promo video" data-canonical-src="https://img.youtube.com/vi/bccEMm8gRuc/0.jpg" style="max-width: 100%;"></a></p> <blockquote> <p dir="auto">🎥 Click the image above for a video about the project!</p> </blockquote> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Pedagogy</h2><a id="user-content-pedagogy" class="anchor" aria-label="Permalink: Pedagogy" href="#pedagogy"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">We have chosen two pedagogical tenets while building this curriculum: ensuring that it is project-based and that it includes frequent quizzes. By the end of this series, students will have built a plant monitoring and watering system, a vehicle tracker, a smart factory setup to track and check food, and a voice-controlled cooking timer, and will have learned the basics of the Internet of Things including how to write device code, connect to the cloud, analyze telemetry and run AI on the edge.</p> <p dir="auto">By ensuring that the content aligns with projects, the process is made more engaging for students and retention of concepts will be augmented.</p> <p dir="auto">In addition, a low-stakes quiz before a class sets the intention of the student towards learning a topic, while a second quiz after class ensures further retention. This curriculum was designed to be flexible and fun and can be taken in whole or in part. The projects start small and become increasingly complex by the end of the 12 week cycle.</p> <p dir="auto">Each project is based around real-world hardware available to students and hobbyists. Each project looks into the specific project domain, providing relevant background knowledge. To be a successful developer it helps to understand the domain in which you are solving problems, providing this background knowledge allows students to think about their IoT solutions and learnings in the context of the kind of real-world problem that they might be asked to solve as an IoT developer. Students learn the 'why' of the solutions they are building, and get an appreciation of the end user.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Hardware</h2><a id="user-content-hardware" class="anchor" aria-label="Permalink: Hardware" href="#hardware"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">We have two choices of IoT hardware to use for the projects depending on personal preference, programming language knowledge or preferences, learning goals and availability. We have also provided a 'virtual hardware' version for those who don't have access to hardware, or want to learn more before committing to a purchase. You can read more and find a 'shopping list' on the <a href="/microsoft/IoT-For-Beginners/blob/main/hardware.md">hardware page</a>, including links to buy complete kits from our friends at Seeed Studio.</p> <blockquote> <p dir="auto">💁 Find our <a href="/microsoft/IoT-For-Beginners/blob/main/CODE_OF_CONDUCT.md">Code of Conduct</a>, <a href="/microsoft/IoT-For-Beginners/blob/main/CONTRIBUTING.md">Contributing</a>, and <a href="/microsoft/IoT-For-Beginners/blob/main/TRANSLATIONS.md">Translation</a> guidelines. We welcome your constructive feedback!</p> </blockquote> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Each lesson includes:</h2><a id="user-content-each-lesson-includes" class="anchor" aria-label="Permalink: Each lesson includes:" href="#each-lesson-includes"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <ul dir="auto"> <li>sketchnote</li> <li>optional supplemental video</li> <li>pre-lesson warmup quiz</li> <li>written lesson</li> <li>for project-based lessons, step-by-step guides on how to build the project</li> <li>knowledge checks</li> <li>a challenge</li> <li>supplemental reading</li> <li>assignment</li> <li>post-lesson quiz</li> </ul> <blockquote> <p dir="auto"><strong>A note about quizzes</strong>: All quizzes are contained in the quiz-app folder, for 48 total quizzes of three questions each. They are linked from within the lessons but the quiz app can be run locally or deployed to Azure; follow the instruction in the <code>quiz-app</code> folder. They are gradually being localized.</p> </blockquote> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Lessons</h2><a id="user-content-lessons" class="anchor" aria-label="Permalink: Lessons" href="#lessons"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <markdown-accessiblity-table><table> <thead> <tr> <th align="center"></th> <th align="center">Project Name</th> <th align="center">Concepts Taught</th> <th>Learning Objectives</th> <th align="center">Linked Lesson</th> </tr> </thead> <tbody> <tr> <td align="center">01</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/1-getting-started/README.md">Getting started</a></td> <td align="center">Introduction to IoT</td> <td>Learn the basic principles of IoT and the basic building blocks of IoT solutions such as sensors and cloud services whilst you are setting up your first IoT device</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/1-getting-started/lessons/1-introduction-to-iot/README.md">Introduction to IoT</a></td> </tr> <tr> <td align="center">02</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/1-getting-started/README.md">Getting started</a></td> <td align="center">A deeper dive into IoT</td> <td>Learn more about the components of an IoT system, as well as microcontrollers and single-board computers</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/1-getting-started/lessons/2-deeper-dive/README.md">A deeper dive into IoT</a></td> </tr> <tr> <td align="center">03</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/1-getting-started/README.md">Getting started</a></td> <td align="center">Interact with the physical world with sensors and actuators</td> <td>Learn about sensors to gather data from the physical world, and actuators to send feedback, whilst you build a nightlight</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/1-getting-started/lessons/3-sensors-and-actuators/README.md">Interact with the physical world with sensors and actuators</a></td> </tr> <tr> <td align="center">04</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/1-getting-started/README.md">Getting started</a></td> <td align="center">Connect your device to the Internet</td> <td>Learn about how to connect an IoT device to the Internet to send and receive messages by connecting your nightlight to an MQTT broker</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/1-getting-started/lessons/4-connect-internet/README.md">Connect your device to the Internet</a></td> </tr> <tr> <td align="center">05</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md">Farm</a></td> <td align="center">Predict plant growth</td> <td>Learn how to predict plant growth using temperature data captured by an IoT device</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/1-predict-plant-growth/README.md">Predict plant growth</a></td> </tr> <tr> <td align="center">06</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md">Farm</a></td> <td align="center">Detect soil moisture</td> <td>Learn how to detect soil moisture and calibrate a soil moisture sensor</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/2-detect-soil-moisture/README.md">Detect soil moisture</a></td> </tr> <tr> <td align="center">07</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md">Farm</a></td> <td align="center">Automated plant watering</td> <td>Learn how to automate and time watering using a relay and MQTT</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/3-automated-plant-watering/README.md">Automated plant watering</a></td> </tr> <tr> <td align="center">08</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md">Farm</a></td> <td align="center">Migrate your plant to the cloud</td> <td>Learn about the cloud and cloud-hosted IoT services and how to connect your plant to one of these instead of a public MQTT broker</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/4-migrate-your-plant-to-the-cloud/README.md">Migrate your plant to the cloud</a></td> </tr> <tr> <td align="center">09</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md">Farm</a></td> <td align="center">Migrate your application logic to the cloud</td> <td>Learn about how you can write application logic in the cloud that responds to IoT messages</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/5-migrate-application-to-the-cloud/README.md">Migrate your application logic to the cloud</a></td> </tr> <tr> <td align="center">10</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/README.md">Farm</a></td> <td align="center">Keep your plant secure</td> <td>Learn about security with IoT and how to keep your plant secure with keys and certificates</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/2-farm/lessons/6-keep-your-plant-secure/README.md">Keep your plant secure</a></td> </tr> <tr> <td align="center">11</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/3-transport/README.md">Transport</a></td> <td align="center">Location tracking</td> <td>Learn about GPS location tracking for IoT devices</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/3-transport/lessons/1-location-tracking/README.md">Location tracking</a></td> </tr> <tr> <td align="center">12</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/3-transport/README.md">Transport</a></td> <td align="center">Store location data</td> <td>Learn how to store IoT data to be visualized or analysed later</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/3-transport/lessons/2-store-location-data/README.md">Store location data</a></td> </tr> <tr> <td align="center">13</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/3-transport/README.md">Transport</a></td> <td align="center">Visualize location data</td> <td>Learn about visualizing location data on a map, and how maps represent the real 3d world in 2 dimensions</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/3-transport/lessons/3-visualize-location-data/README.md">Visualize location data</a></td> </tr> <tr> <td align="center">14</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/3-transport/README.md">Transport</a></td> <td align="center">Geofences</td> <td>Learn about geofences, and how they can be used to alert when vehicles in the supply chain are close to their destination</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/3-transport/lessons/4-geofences/README.md">Geofences</a></td> </tr> <tr> <td align="center">15</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/README.md">Manufacturing</a></td> <td align="center">Train a fruit quality detector</td> <td>Learn about training an image classifier in the cloud to detect fruit quality</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/lessons/1-train-fruit-detector/README.md">Train a fruit quality detector</a></td> </tr> <tr> <td align="center">16</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/README.md">Manufacturing</a></td> <td align="center">Check fruit quality from an IoT device</td> <td>Learn about using your fruit quality detector from an IoT device</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/lessons/2-check-fruit-from-device/README.md">Check fruit quality from an IoT device</a></td> </tr> <tr> <td align="center">17</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/README.md">Manufacturing</a></td> <td align="center">Run your fruit detector on the edge</td> <td>Learn about running your fruit detector on an IoT device on the edge</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/lessons/3-run-fruit-detector-edge/README.md">Run your fruit detector on the edge</a></td> </tr> <tr> <td align="center">18</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/README.md">Manufacturing</a></td> <td align="center">Trigger fruit quality detection from a sensor</td> <td>Learn about triggering fruit quality detection from a sensor</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/4-manufacturing/lessons/4-trigger-fruit-detector/README.md">Trigger fruit quality detection from a sensor</a></td> </tr> <tr> <td align="center">19</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/5-retail/README.md">Retail</a></td> <td align="center">Train a stock detector</td> <td>Learn how to use object detection to train a stock detector to count stock in a shop</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/5-retail/lessons/1-train-stock-detector/README.md">Train a stock detector</a></td> </tr> <tr> <td align="center">20</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/5-retail/README.md">Retail</a></td> <td align="center">Check stock from an IoT device</td> <td>Learn how to check stock from an IoT device using an object detection model</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/5-retail/lessons/2-check-stock-device/README.md">Check stock from an IoT device</a></td> </tr> <tr> <td align="center">21</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/6-consumer/README.md">Consumer</a></td> <td align="center">Recognize speech with an IoT device</td> <td>Learn how to recognize speech from an IoT device to build a smart timer</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/6-consumer/lessons/1-speech-recognition/README.md">Recognize speech with an IoT device</a></td> </tr> <tr> <td align="center">22</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/6-consumer/README.md">Consumer</a></td> <td align="center">Understand language</td> <td>Learn how to understand sentences spoken to an IoT device</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/6-consumer/lessons/2-language-understanding/README.md">Understand language</a></td> </tr> <tr> <td align="center">23</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/6-consumer/README.md">Consumer</a></td> <td align="center">Set a timer and provide spoken feedback</td> <td>Learn how to set a timer on an IoT device and give spoken feedback on when the timer is set and when it finishes</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/6-consumer/lessons/3-spoken-feedback/README.md">Set a timer and provide spoken feedback</a></td> </tr> <tr> <td align="center">24</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/6-consumer/README.md">Consumer</a></td> <td align="center">Support multiple languages</td> <td>Learn how to support multiple languages, both being spoken to and the responses from your smart timer</td> <td align="center"><a href="/microsoft/IoT-For-Beginners/blob/main/6-consumer/lessons/4-multiple-language-support/README.md">Support multiple languages</a></td> </tr> </tbody> </table></markdown-accessiblity-table> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Offline access</h2><a id="user-content-offline-access" class="anchor" aria-label="Permalink: Offline access" href="#offline-access"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can run this documentation offline by using <a href="https://docsify.js.org/#/" rel="nofollow">Docsify</a>. Fork this repo, <a href="https://docsify.js.org/#/quickstart" rel="nofollow">install Docsify</a> on your local machine, and then in the root folder of this repo, type <code>docsify serve</code>. The website will be served on port 3000 on your localhost: <code>localhost:3000</code>.</p> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">PDF</h3><a id="user-content-pdf" class="anchor" aria-label="Permalink: PDF" href="#pdf"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can generate a PDF of this content for offline access if needed. To do this, make sure you have <a href="https://docs.npmjs.com/downloading-and-installing-node-js-and-npm" rel="nofollow">npm installed</a> and run the following commands in the root folder of this repo:</p> <div class="highlight highlight-source-shell notranslate position-relative overflow-auto" dir="auto" data-snippet-clipboard-copy-content="npm i npm run convert"><pre>npm i npm run convert</pre></div> <div class="markdown-heading" dir="auto"><h3 tabindex="-1" class="heading-element" dir="auto">Slides</h3><a id="user-content-slides" class="anchor" aria-label="Permalink: Slides" href="#slides"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">There are slide decks for some of the lessons in the <a href="/microsoft/IoT-For-Beginners/blob/main/slides">slides</a> folder.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Help Wanted!</h2><a id="user-content-help-wanted" class="anchor" aria-label="Permalink: Help Wanted!" href="#help-wanted"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Would you like to contribute a translation? Please read our <a href="/microsoft/IoT-For-Beginners/blob/main/TRANSLATIONS.md">translation guidelines</a> and add input <a href="https://github.com/microsoft/IoT-For-Beginners/issues?q=is%3Aissue+is%3Aopen+label%3Atranslation">to one of the translations issues</a>. If you want to translate into a new language, please raise a new issue for tracking.</p> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Other Curricula</h2><a id="user-content-other-curricula" class="anchor" aria-label="Permalink: Other Curricula" href="#other-curricula"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">Our team produces other curricula! Check out:</p> <ul dir="auto"> <li><a href="https://aka.ms/ai-beginners" rel="nofollow">AI for Beginners</a></li> <li><a href="https://aka.ms/datascience-beginners" rel="nofollow">Data Science for Beginners</a></li> <li><a href="https://aka.ms/genai-beginners" rel="nofollow">Generative AI for Beginners</a></li> <li><a href="https://github.com/microsoft/Security-101??WT.mc_id=academic-96948-sayoung"><strong>NEW</strong> Cybersecurity for Beginners</a></li> <li><a href="https://aka.ms/webdev-beginners?WT.mc_id=academic-113596-abartolo" rel="nofollow">Web Dev for Beginners</a></li> <li><a href="https://aka.ms/iot-beginners" rel="nofollow">IoT for Beginners</a></li> <li><a href="https://aka.ms/ml-beginners" rel="nofollow">Machine Learning for Beginners</a></li> <li><a href="https://aka.ms/xr-dev-for-beginners" rel="nofollow">XR Development for Beginners</a></li> <li><a href="https://aka.ms/GitHubCopilotAI" rel="nofollow">Mastering GitHub Copilot for AI Paired Programming</a></li> </ul> <div class="markdown-heading" dir="auto"><h2 tabindex="-1" class="heading-element" dir="auto">Image attributions</h2><a id="user-content-image-attributions" class="anchor" aria-label="Permalink: Image attributions" href="#image-attributions"><svg class="octicon octicon-link" viewBox="0 0 16 16" version="1.1" width="16" height="16" aria-hidden="true"><path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path></svg></a></div> <p dir="auto">You can find all the attributions for the images used in this curriculum where required in the <a href="/microsoft/IoT-For-Beginners/blob/main/attributions.md">Attributions</a>.</p> </article></div></div></div></div></div> <!-- --> <!-- --> <script type="application/json" id="__PRIMER_DATA_:R0:__">{"resolvedServerColorMode":"day"}</script></div> </react-partial> <input type="hidden" data-csrf="true" value="FhvThqx170qhW4JEycy2Pf//+E6rVR3nT9xRjr03p768qpkgcW592DHdN87mR1oJGsqTkEnd8LbmpgTwGpoOyg==" /> </div> <div data-view-component="true" class="Layout-sidebar"> <div class="BorderGrid about-margin" data-pjax> <div class="BorderGrid-row"> <div class="BorderGrid-cell"> <div class="hide-sm hide-md"> <h2 class="mb-3 h4">About</h2> <p class="f4 my-3"> 12 Weeks, 24 Lessons, IoT for All! </p> <div class="my-3 d-flex flex-items-center"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-link flex-shrink-0 mr-2"> <path d="m7.775 3.275 1.25-1.25a3.5 3.5 0 1 1 4.95 4.95l-2.5 2.5a3.5 3.5 0 0 1-4.95 0 .751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018 1.998 1.998 0 0 0 2.83 0l2.5-2.5a2.002 2.002 0 0 0-2.83-2.83l-1.25 1.25a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042Zm-4.69 9.64a1.998 1.998 0 0 0 2.83 0l1.25-1.25a.751.751 0 0 1 1.042.018.751.751 0 0 1 .018 1.042l-1.25 1.25a3.5 3.5 0 1 1-4.95-4.95l2.5-2.5a3.5 3.5 0 0 1 4.95 0 .751.751 0 0 1-.018 1.042.751.751 0 0 1-1.042.018 1.998 1.998 0 0 0-2.83 0l-2.5 2.5a1.998 1.998 0 0 0 0 2.83Z"></path> </svg> <span class="flex-auto min-width-0 css-truncate css-truncate-target width-fit"> <a title="https://microsoft.github.io/IoT-For-Beginners/" role="link" target="_blank" rel="noopener noreferrer nofollow" class="text-bold" href="https://microsoft.github.io/IoT-For-Beginners/">microsoft.github.io/IoT-For-Beginners/</a> </span> </div> <h3 class="sr-only">Topics</h3> <div class="my-3"> <div class="f6"> <a data-ga-click="Topic, repository page" data-octo-click="topic_click" data-octo-dimensions="topic:python" href="/topics/python" title="Topic: python" data-view-component="true" class="topic-tag topic-tag-link"> python </a> <a data-ga-click="Topic, repository page" data-octo-click="topic_click" data-octo-dimensions="topic:raspberry-pi" href="/topics/raspberry-pi" title="Topic: raspberry-pi" data-view-component="true" class="topic-tag topic-tag-link"> raspberry-pi </a> <a data-ga-click="Topic, repository page" data-octo-click="topic_click" data-octo-dimensions="topic:iot" href="/topics/iot" title="Topic: iot" data-view-component="true" class="topic-tag topic-tag-link"> iot </a> <a data-ga-click="Topic, repository page" data-octo-click="topic_click" data-octo-dimensions="topic:rpi" href="/topics/rpi" title="Topic: rpi" data-view-component="true" class="topic-tag topic-tag-link"> rpi </a> <a data-ga-click="Topic, repository page" data-octo-click="topic_click" data-octo-dimensions="topic:microcontroller" href="/topics/microcontroller" title="Topic: microcontroller" data-view-component="true" class="topic-tag 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0ZM9 11a1 1 0 1 1-2 0 1 1 0 0 1 2 0Z"></path> </svg> <button type="button" class="flash-close js-ajax-error-dismiss" aria-label="Dismiss error"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> You can’t perform that action at this time. </div> <template id="site-details-dialog"> <details class="details-reset details-overlay details-overlay-dark lh-default color-fg-default hx_rsm" open> <summary role="button" aria-label="Close dialog"></summary> <details-dialog class="Box Box--overlay d-flex flex-column anim-fade-in fast hx_rsm-dialog hx_rsm-modal"> <button class="Box-btn-octicon m-0 btn-octicon position-absolute right-0 top-0" type="button" aria-label="Close dialog" data-close-dialog> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-x"> <path d="M3.72 3.72a.75.75 0 0 1 1.06 0L8 6.94l3.22-3.22a.749.749 0 0 1 1.275.326.749.749 0 0 1-.215.734L9.06 8l3.22 3.22a.749.749 0 0 1-.326 1.275.749.749 0 0 1-.734-.215L8 9.06l-3.22 3.22a.751.751 0 0 1-1.042-.018.751.751 0 0 1-.018-1.042L6.94 8 3.72 4.78a.75.75 0 0 1 0-1.06Z"></path> </svg> </button> <div class="octocat-spinner my-6 js-details-dialog-spinner"></div> </details-dialog> </details> </template> <div class="Popover js-hovercard-content position-absolute" style="display: none; outline: none;"> <div class="Popover-message Popover-message--bottom-left Popover-message--large Box color-shadow-large" style="width:360px;"> </div> </div> <template id="snippet-clipboard-copy-button"> <div class="zeroclipboard-container position-absolute right-0 top-0"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn js-clipboard-copy m-2 p-0" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon m-2"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none m-2"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> <template id="snippet-clipboard-copy-button-unpositioned"> <div class="zeroclipboard-container"> <clipboard-copy aria-label="Copy" class="ClipboardButton btn btn-invisible js-clipboard-copy m-2 p-0 d-flex flex-justify-center flex-items-center" data-copy-feedback="Copied!" data-tooltip-direction="w"> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-copy js-clipboard-copy-icon"> <path d="M0 6.75C0 5.784.784 5 1.75 5h1.5a.75.75 0 0 1 0 1.5h-1.5a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-1.5a.75.75 0 0 1 1.5 0v1.5A1.75 1.75 0 0 1 9.25 16h-7.5A1.75 1.75 0 0 1 0 14.25Z"></path><path d="M5 1.75C5 .784 5.784 0 6.75 0h7.5C15.216 0 16 .784 16 1.75v7.5A1.75 1.75 0 0 1 14.25 11h-7.5A1.75 1.75 0 0 1 5 9.25Zm1.75-.25a.25.25 0 0 0-.25.25v7.5c0 .138.112.25.25.25h7.5a.25.25 0 0 0 .25-.25v-7.5a.25.25 0 0 0-.25-.25Z"></path> </svg> <svg aria-hidden="true" height="16" viewBox="0 0 16 16" version="1.1" width="16" data-view-component="true" class="octicon octicon-check js-clipboard-check-icon color-fg-success d-none"> <path d="M13.78 4.22a.75.75 0 0 1 0 1.06l-7.25 7.25a.75.75 0 0 1-1.06 0L2.22 9.28a.751.751 0 0 1 .018-1.042.751.751 0 0 1 1.042-.018L6 10.94l6.72-6.72a.75.75 0 0 1 1.06 0Z"></path> </svg> </clipboard-copy> </div> </template> </div> <div id="js-global-screen-reader-notice" class="sr-only mt-n1" aria-live="polite" aria-atomic="true" ></div> <div id="js-global-screen-reader-notice-assertive" class="sr-only mt-n1" aria-live="assertive" aria-atomic="true"></div> </body> </html>