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Develop Custom Object Detection Models with NVIDIA and Azure Machine Learning - Training | Microsoft Learn

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margin-bottom-sm"> <img role="presentation" src="/en-us/training/achievements/nvidia-deepstream-development-with-microsoft-azure-social.png" alt="" data-linktype="absolute-path"> </figure> <div class="column padding-none padding-sm-tablet position-relative-tablet"> <div data-progress-uid="learn.develop-custom-object-detection-models-with-nvidia-and-azure-machine-learning" class="xp-tag is-hidden position-absolute top-0 margin-top-xs margin-top-sm-tablet margin-top-none-desktop right-0 margin-right-sm margin-right-lg-tablet"> <div class="xp-tag-hexagon"> <span class="xp-tag-icon is-shown-complete docon docon-check"></span> <span aria-hidden="true" class="xp-tag-xp"></span> </div> </div> <div class="columns is-mobile is-gapless margin-bottom-none"> <div class="column is-auto heading-container"> <h1 class="title is-2 margin-none margin-right-xxl-tablet">Develop Custom Object Detection Models with NVIDIA and Azure Machine Learning</h1> <ul class="metadata page-metadata"> <li id="time-remaining"></li> <li> Learning Path </li> <li id="modules-remaining"> 4 Modules </li> </ul> </div> </div> <div class="column margin-block-md"> <div id="at-a-glance" class="padding-sm background-color-body-medium border-radius-lg"> <h2 class="title is-4 gradient-text-purple-blue display-inline-block has-line-height-reset"> At a glance </h2> <ul class="columns is-multiline"> <li data-test-id="at-a-glance-level" class=" column is-half"> <div class="media"> <div class="media-left"> <span class="icon"> <span class="docon docon-dial-shape1" aria-hidden="true"></span> </span> </div> <div class="media-content"> <p class="list-label is-capitalized font-weight-semibold"> Level </p> <div class="list-container is-comma-delimited "> <a class="browse-page-link" href="/en-us/training/browse/?levels=intermediate&amp;resource_type=learning%20path" data-linktype="absolute-path">Intermediate</a> </div> </div> </div> </li> <li id="at-a-glance-skill" data-test-id="at-a-glance-skills" class=" column is-half"> <div class="media"> <div class="media-left"> <span class="icon"> <span class="docon docon-ribbon2" aria-hidden="true"></span> </span> </div> <div class="media-content"> <p class="list-label is-capitalized font-weight-semibold"> Skill </p> <div class="list-container is-comma-delimited skeleton"> <span class="skill-text">&amp;nbsp;</span> </div> </div> </div> </li> <li data-test-id="at-a-glance-product" class=" column is-half"> <div class="media"> <div class="media-left"> <span class="icon"> <span class="docon docon-product" aria-hidden="true"></span> </span> </div> <div class="media-content"> <p class="list-label is-capitalized font-weight-semibold"> Product </p> <div class="list-container is-comma-delimited "> <a class="browse-page-link" href="/en-us/training/browse/?products=azure&amp;resource_type=learning%20path" data-linktype="absolute-path">Azure</a> <a class="browse-page-link" href="/en-us/training/browse/?products=azure-storage&amp;resource_type=learning%20path" data-linktype="absolute-path">Azure Storage</a> <a class="browse-page-link" href="/en-us/training/browse/?products=azure-machine-learning&amp;resource_type=learning%20path" data-linktype="absolute-path">Azure Machine Learning</a> </div> </div> </div> </li> <li data-test-id="at-a-glance-role" class=" column is-half"> <div class="media"> <div class="media-left"> <span class="icon"> <span class="docon docon-contact" aria-hidden="true"></span> </span> </div> <div class="media-content"> <p class="list-label is-capitalized font-weight-semibold"> Role </p> <div class="list-container is-comma-delimited "> <a class="browse-page-link" href="/en-us/training/browse/?roles=ai-engineer&amp;resource_type=learning%20path" data-linktype="absolute-path">AI Engineer</a> <a class="browse-page-link" href="/en-us/training/browse/?roles=data-scientist&amp;resource_type=learning%20path" data-linktype="absolute-path">Data Scientist</a> </div> </div> </div> </li> <li data-test-id="at-a-glance-subject" class=" column is-half"> <div class="media"> <div class="media-left"> <span class="icon"> <span class="docon docon-text-document" aria-hidden="true"></span> </span> </div> <div class="media-content"> <p class="list-label is-capitalized font-weight-semibold"> Subject </p> <div class="list-container is-comma-delimited "> <a class="browse-page-link" href="/en-us/training/browse/?subjects=machine-learning&amp;resource_type=learning%20path" data-linktype="absolute-path">Machine learning</a> </div> </div> </div> </li> </ul> </div> </div> <div class="learn-summary font-size-md content"><p>Azure Machine Learning studio is a GUI-based integrated development environment for constructing and operationalizing Machine Learning workflow on Azure. Learn how to develop custom object detection models using this service with NVIDIA GPU accelerated virtual machines.</p> </div> <div class="prerequisites font-size-sm content margin-bottom-xs"> <h2 class="title is-6 margin-top-xxs margin-bottom-none">Prerequisites</h2> <ul> <li><a href="https://azure.microsoft.com/free/" data-linktype="external">Azure Free Trial Account</a></li> </ul> </div> <div id="learning-path-actions" class="buttons"> <button type="button" class="collection button button-clear has-inner-focus margin-right-none" data-bi-name="collection" data-list-item-title="Develop Custom Object Detection Models with NVIDIA and Azure Machine Learning" data-list-source="learning-path" data-resource-type="learning path" data-list-type="collection"> <span class="icon has-text-primary" aria-hidden="true"> <span class="docon docon-circle-addition"></span> </span> <span class="add-to-collection-status"> Save </span> </button> </div> <div id="learning-path-further-engagement" 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padding-inline-none-tablet"> <div class="font-size-md module-summary"><p>In this module, you learn how to create resources for getting started with Azure Machine Learning.</p> </div> <div data-bi-name="units"> <button class="button button-clear text-decoration-none button-sm unit-expander" data-bi-name="expander" aria-expanded="true" aria-controls="aria-learn.nvidia.create-workspace-resources-getting-started-azure-machine-learning" aria-label=""> <span class="module-overview font-weight-semibold font-size-sm"></span> <span class="icon" aria-hidden="true"> <span class="docon docon-chevron-down-light expanded-indicator"></span> </span> </button> <div id="aria-learn.nvidia.create-workspace-resources-getting-started-azure-machine-learning" class="module-units"> </div> </div> </div> </div> </div> </div> <div class="border-top padding-xxs padding-right-xs"> <div class="buttons buttons-right"> <button type="button" class="collection button button-clear button-primary has-inner-focus button-sm 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</div> </div> <div class="columns has-large-gaps margin-none"> <div class="image is-96x96 is-hidden-mobile"> <a aria-hidden="true" tabindex="-1" href="../../modules/create-labeled-dataset-using-azure-machine-learning-data-labeling-tools/" class="display-block" data-linktype="relative-path"> <img role="presentation" src="/en-us/training/achievements/setup-configure-nvidia-deepstream-development.svg" alt="" data-linktype="absolute-path"> </a> </div> <div class="column is-auto padding-none padding-top-sm padding-sm-tablet"> <div class="columns has-large-gaps is-mobile margin-none padding-bottom-xs"> <div class="column is-narrow is-hidden-tablet padding-top-none padding-left-none"> <div class="image is-max-48x48"> <img role="presentation" src="/en-us/training/achievements/setup-configure-nvidia-deepstream-development.svg" alt="" data-linktype="absolute-path"> </div> </div> <div class="column is-auto padding-none"> <a href="../../modules/create-labeled-dataset-using-azure-machine-learning-data-labeling-tools/" class="display-block text-decoration-none font-weight-semibold font-size-h6 margin-none has-content-margin-right-xxl-tablet" data-linktype="relative-path"> Create a labeled dataset using Azure Machine Learning data labeling tools </a> <ul class="metadata page-metadata"> <li class="module-time-remaining"></li> <li class="module-type"></li> <li class="module-units-remaining"></li> </ul> <div class="page-rating"> </div> </div> </div> <div class="is-hidden-portrait padding-inline-sm padding-inline-none-tablet"> <div class="font-size-md module-summary"><p>Learn how to use Azure Machine Learning data labeling to create, manage, and monitor data labeling projects.</p> </div> <div data-bi-name="units"> <button class="button button-clear text-decoration-none button-sm unit-expander" data-bi-name="expander" aria-expanded="true" 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