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Containers learning-path-anchor System node pool A system node pool is the AKS worker pool that keeps the cluster itself functioning. It hosts core Kubernetes and AKS add-on pods such as DNS, networking agents, metrics, and connectivity components. You can technically run application pods there, but experienced teams avoid that because noisy workloads can starve the services that make the... Azure Kubernetes Service intermediate 4 commands Aliases: AKS system pool, system mode node pool, AKS platform node pool, kube-system node pool Quick peek Open full term page

AI and Machine Learning premium Computer Vision the Azure AI capability that helps applications understand images, read text, detect visual features, and return structured insights from pictures or screenshots Azure AI services fundamentals 12 commands Aliases: No aliases yet Quick peek Open full term page

Management and Governance premium Bicep private registry A Bicep private registry is an Azure Container Registry used to publish and share organization-owned Bicep modules. Bicep fundamentals 6 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Face API The Face API is an Azure AI service API that provides face detection, recognition, verification, identification, grouping, and related face analysis capabilities. Teams use it to build applications that detect faces in images, compare faces, verify identity scenarios, support liveness workflows, or organize face-related image data under approved responsible AI controls. It is not a general computer vision labeler, proof of identity by itself, a surveillance policy, or permission to use biometric capabilities without legal, privacy, and access review. Azure AI services intermediate 6 commands Aliases: Azure AI Face, Azure Face API, Face service Quick peek Open full term page

AI and Machine Learning premium Face service Face service is an Azure AI service that provides APIs for face detection, face analysis, verification, identification, grouping, and liveness-related workflows under approved access controls. Teams use it to build applications that detect faces in images, compare face evidence, verify approved identity scenarios, support liveness checks, or manage face lists within privacy and responsible AI controls. It is not a general image classification service, legal approval to process biometric data, a replacement for human identity review, or a guarantee that every face decision is correct. Azure AI services intermediate 6 commands Aliases: Azure AI Face, Azure AI Face service, Azure Face service, Face API, Azure AI services Face Quick peek Open full term page

Compute premium Gallery image version Gallery image version is a specific published version of a gallery image that virtual machines and scale sets can use as their source. Teams use it to roll out tested OS and application baselines with version numbers, regional replication, retirement dates, and rollback options. In daily Azure work, it appears when engineers promote a golden image, deploy identical VMs across regions, retire vulnerable builds, or troubleshoot why a new VM used the wrong baseline. It is not the image family definition, a live VM, an operating system patch job, or proof that every deployed VM remains compliant after boot. Disks and images intermediate 6 commands Aliases: Azure Compute Gallery image version, SIG image version, image version Quick peek Open full term page

Containers premium Kubernetes Deployment A Kubernetes Deployment is a workload controller that declaratively manages ReplicaSets and pods for stateless applications. Kubernetes workloads Intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

Containers premium ACR build ACR build lets Azure Container Registry build an image in the cloud from source context or a Dockerfile. It is handy when you do not want a local Docker engine or want a pipeline to build and push directly in Azure. Azure Container Registry intermediate 5 commands Aliases: ACR Quick peek Open full term page

Containers premium ACR geo-replication ACR geo-replication keeps container images closer to workloads in multiple regions. Developers push to one registry, and Azure replicates content so regional clusters can pull faster and more reliably, assuming the registry uses the Premium tier. Azure Container Registry intermediate 5 commands Aliases: ACR Quick peek Open full term page

Containers premium ACR import ACR import is a server-side image copy. Instead of pulling an image to your machine and pushing it back, Azure copies it into your registry directly. It is useful for migration, mirroring, controlled base images, and pipeline cleanup. Azure Container Registry intermediate 5 commands Aliases: ACR Quick peek Open full term page

Containers premium ACR quarantine policy ACR quarantine policy is a safety gate for images. Newly pushed images can be hidden from normal users until security scanning or approval clears them, reducing the chance that unreviewed images are pulled into workloads. Azure Container Registry intermediate 5 commands Aliases: ACR Quick peek Open full term page

Containers premium ACR repository An ACR repository is the named place inside Azure Container Registry where related container images or OCI artifacts live. A repository is not the whole registry; it is one lane inside it, such as payments-api or base/python. Each. Azure Container Registry fundamentals 5 commands Aliases: Azure Container Registry repository, container registry repository, image repository Quick peek Open full term page

Containers premium ACR Task An ACR Task is automation inside Azure Container Registry for building, testing, patching, or maintaining container images. Instead of relying only on a developer laptop or separate build server, the registry can run a build from source, a. Azure Container Registry intermediate 5 commands Aliases: Azure Container Registry Task, ACR Tasks, registry task Quick peek Open full term page

Containers premium Azure Container Registry A managed private registry service for building, storing, and managing container images and OCI artifacts for container deployments. Container images fundamentals 5 commands Aliases: ACR Quick peek Open full term page

Virtual Desktop Infrastructure premium Azure Virtual Desktop Azure Virtual Desktop is a desktop and app virtualization service that runs on Azure, delivering Windows desktops and RemoteApp experiences with host pools, session hosts, and flexible control. Virtual desktops fundamentals 5 commands Aliases: AVD Quick peek Open full term page

Web premium Blob trigger Microsoft Learn describes the Blob Storage trigger for Azure Functions as a binding that starts a function when a new or updated blob is detected. The blob content is passed to code, letting serverless workloads react to files, documents, images, data feeds, or storage events. Azure Functions intermediate 5 commands Aliases: Blob trigger, trigger, blob trigger Quick peek Open full term page

Containers premium Connected registry an Azure Container Registry capability that keeps container images available in remote, edge, or intermittently connected environments by syncing with a parent registry Azure Container Registry intermediate 5 commands Aliases: No aliases yet Quick peek Open full term page

DevOps premium Container image build the build step that turns source, Dockerfile instructions, dependencies, and metadata into a container image stored in a registry Deployment workflows intermediate 5 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Document analysis operation A document analysis operation is an asynchronous Document Intelligence request that analyzes a document with a model and returns extracted content, layout, and fields when polling completes. Document Intelligence intermediate 5 commands Aliases: Analyze operation, analyze document operation, Document Intelligence analysis request, async analysis operation Quick peek Open full term page

Compute premium Gallery image definition Gallery image definition is the Azure Compute Gallery record that defines an image family before individual image versions are published. Teams use it to standardize OS type, generation, publisher, offer, SKU, architecture, and image state so teams deploy consistent virtual machine builds. In daily Azure work, it appears when engineers create hardened Windows or Linux baselines, separate application images, control VM generation compatibility, or publish reusable images across regions. It is not the actual disk snapshot, a VM instance, an image version, a patching process, or proof that every VM deployed from it is secure. Disks and images intermediate 5 commands Aliases: Azure Compute Gallery image definition, SIG image definition, image definition Quick peek Open full term page

Containers premium Image pull secret Image pull secret is a Kubernetes secret that stores registry credentials so pods can pull private container images at deployment time. Azure Container Registry intermediate 5 commands Aliases: Image pull secret, image pull secret, image-pull-secret Quick peek Open full term page

Containers premium Kubelet identity Kubelet identity controls how AKS nodes authenticate to Azure resources for node-level tasks, especially pulling container images from registries without embedded secrets. Teams see it in aks identity profile, node pools. It is not cluster control-plane identity, workload identity, pod managed identity, service account token, kubeconfig credential, or container registry admin user; confusing them can create image pull failures, overbroad registry access. Use the term when reviewing access, monitoring, cost, recovery, or performance. It keeps architects, operators, security reviewers, and support teams focused on the same setting, resource, or behavior. AKS identity Intermediate 5 commands Aliases: AKS kubelet identity, node pool kubelet identity, AKS node managed identity, identityProfile kubeletidentity Quick peek Open full term page

AI and Machine Learning premium Search skillset A search skillset is a reusable Azure AI Search object attached to an indexer. It groups one or more skills that transform raw source content during indexing, producing searchable text, vectors, structure, or custom enrichments before output mappings populate the target index. Azure AI Search fundamentals 5 commands Aliases: Azure AI Search skillset, AI enrichment pipeline, cognitive skillset, indexer skillset, search enrichment pipeline Quick peek Open full term page

AI and Machine Learning premium Search vectorizer A search vectorizer is an Azure AI Search index configuration that converts text or images into vectors at query time. It references an embedding model, connects through a vector profile, and should match the model used to create indexed vector content. Search advanced 5 commands Aliases: vectorizer, search vectorizer, Azure AI Search vectorizer, query-time vectorization, integrated vectorization Quick peek Open full term page

Security premium Secret A secret is sensitive data that Azure Key Vault stores and controls, such as a password, API key, token, or connection string. Secrets have names, values, versions, metadata, and access controls, and Key Vault encrypts them at rest through audited operations. Secrets and keys fundamentals 5 commands Aliases: Azure secret, Key Vault secret, secret value, application secret, stored credential Quick peek Open full term page

Analytics premium Auto Loader Auto Loader is the Azure Databricks feature that watches cloud storage and brings in new files without forcing engineers to rescan everything manually. In plain terms, it is a safer ingestion pattern for folders that keep receiving CSV, JSON, Parquet, images, or other data files. It can process existing files, then continue with new. Analytics platform intermediate 4 commands Aliases: Databricks Auto Loader, cloudFiles, Auto Loader cloud files, Lakeflow Auto Loader Quick peek Open full term page

AI and Machine Learning premium Azure AI Vision The Azure vision service that analyzes images and visual content for tasks such as OCR, object information, captions, tags, and image understanding. AI services intermediate 4 commands Aliases: Azure Vision, Computer Vision, Image Analysis, Vision in Foundry Tools Quick peek Open full term page

Compute premium Azure Compute Gallery A service for organizing, versioning, replicating, and sharing VM images and application packages across Azure subscriptions, tenants, and regions. Disks and images intermediate 4 commands Aliases: Shared Image Gallery Quick peek Open full term page

AI and Machine Learning premium Batch inference Batch inference is the process of generating predictions over larger sets of input data asynchronously, often using Azure Machine Learning batch endpoints and deployments. Azure OpenAI fundamentals 4 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Custom Vision an Azure AI service for building, training, publishing, and improving custom image classification models from labeled images. Azure AI Vision fundamentals 4 commands Aliases: Azure AI Custom Vision, Custom Vision Service, custom image classifier Quick peek Open full term page

Containers premium Defender for Containers Microsoft Defender for Containers is a Defender for Cloud plan that provides security posture, vulnerability assessment, and threat protection for containerized assets such as Kubernetes clusters, workloads, registries, and images. Azure Kubernetes Service intermediate 4 commands Aliases: Microsoft Defender for Containers, container protection plan, Defender container security Quick peek Open full term page

Compute premium Disk encryption set A disk encryption set is an Azure resource that connects managed disks, snapshots, or images to a customer-managed key used for server-side encryption. Managed disk encryption intermediate 4 commands Aliases: DES, managed disk encryption set, disk CMK set, customer-managed key disk encryption set Quick peek Open full term page

Networking premium Front Door cache purge A Front Door cache purge removes selected cached content from Azure Front Door edge locations so future requests retrieve fresh content from the origin. Application delivery and API edge intermediate 4 commands Aliases: Azure Front Door cache purge, AFD cache purge, Front Door purge content Quick peek Open full term page

Compute premium Generalized image Generalized image is a virtual machine image whose machine-specific identity has been removed so many new VMs can be created safely from the same source. Teams use it to publish reusable Windows or Linux baselines to Azure Compute Gallery without cloning host names, security identifiers, SSH host keys, or machine-specific state. In daily Azure work, it appears when engineers capture a golden image, prepare VM scale set images, build hardened server templates, or explain why a source VM cannot be reused after generalization. Disks and images intermediate 4 commands Aliases: generalized VM image, sysprepped image, deprovisioned image Quick peek Open full term page

AI and Machine Learning premium HNSW HNSW is a graph-based approximate nearest neighbor method used by vector search systems to find similar embeddings quickly at query time. Azure AI Search vector search advanced 4 commands Aliases: Hierarchical Navigable Small World, HNSW vector search, HNSW Quick peek Open full term page

Compute premium Image Image is a captured virtual machine operating system and configuration used to create new Azure virtual machines or image versions. Images beginner 4 commands Aliases: Azure VM image, image, Image, virtual machine image, VM image Quick peek Open full term page

AI and Machine Learning premium Image Analysis Image Analysis is an Azure AI Vision capability that uses pretrained models to extract visual features, text, people, objects, tags, and captions from images. Azure AI Vision intermediate 4 commands Aliases: Analyze Image, Azure AI Vision Image Analysis, Computer Vision Image Analysis, image analysis, Image Analysis Quick peek Open full term page

AI and Machine Learning premium Image generation model Image generation model is an Azure OpenAI or Foundry model deployment that creates images from prompts, commonly using the current gpt-image model family. Azure OpenAI intermediate 4 commands Aliases: Azure OpenAI image model, gpt-image model, image generation model, Image generation model, text-to-image model Quick peek Open full term page

Compute premium LUN A LUN, or logical unit number, identifies a data disk attachment on an Azure virtual machine. Azure records the LUN with each attached data disk so the VM, operating system, automation, and operators can distinguish disks and keep mount or application mappings consistent. Disks and images intermediate 4 commands Aliases: disk LUN, logical unit number Quick peek Open full term page

AI and Machine Learning premium Machine Learning environment A Machine Learning environment defines the software context for Azure Machine Learning training or inferencing. It captures packages, variables, Docker images, conda settings, and other runtime details so jobs can run reproducibly across compute targets. That context supports safer operational decisions. Machine learning intermediate 4 commands Aliases: Azure ML environment, ML environment Quick peek Open full term page

AI and Machine Learning premium ML batch endpoint ML batch endpoint is an Azure Machine Learning endpoint designed to run batch scoring jobs against larger datasets instead of serving real-time requests. Teams should manage it with clear ownership, monitoring, rollback evidence, and production change discipline. Azure Machine Learning intermediate 4 commands Aliases: AML batch endpoint, Azure ML batch endpoint, batch inference endpoint, batch scoring endpoint Quick peek Open full term page

Containers premium AKS cluster upgrade An AKS cluster upgrade moves an AKS cluster and its node pools to a newer supported Kubernetes version or updates node images after checking available versions, planning surge capacity, and validating workload readiness. Azure Kubernetes Service intermediate 3 commands Aliases: AKS upgrade, Kubernetes version upgrade, AKS node upgrade, cluster version upgrade Quick peek Open full term page

Containers premium AKS Windows node pool An AKS Windows node pool is a group of Windows Server worker nodes in an AKS cluster, used to run Windows container workloads while Linux pools continue to host core Kubernetes system components. AKS intermediate 3 commands Aliases: Windows node pool, Windows Server node pool, AKS Windows containers Quick peek Open full term page

Storage premium Block blob A block blob is an Azure Blob Storage object type optimized for uploading and storing large amounts of text or binary data as independently uploaded blocks. Blob Storage fundamentals 3 commands Aliases: No aliases yet Quick peek Open full term page

Web premium Cold start A slower first request after an app starts, restarts, scales, or wakes from idle. App Service intermediate 3 commands Aliases: No aliases yet Quick peek Open full term page

Containers premium Container image digest the immutable sha256 reference that identifies the exact container image manifest Azure pulls during deployment Container images intermediate 3 commands Aliases: No aliases yet Quick peek Open full term page

Containers premium Container image tag the human-readable label teams use to version, promote, and find container images in a registry Container images fundamentals 3 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Content Safety the Azure AI service used to detect harmful text and image content before it reaches users or workflows Responsible AI intermediate 3 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Content Understanding Content Understanding is documented by Microsoft as part of the Azure AI services area in Azure. Azure AI services intermediate 3 commands Aliases: No aliases yet Quick peek Open full term page

Monitoring and Observability premium Cumulative Layout Shift a web performance metric that measures how much visible page content unexpectedly moves while a user is trying to read or interact. Web performance advanced 3 commands Aliases: CLS, Core Web Vitals CLS, layout shift metric Quick peek Open full term page