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Analytics learning-path-anchor Databricks model serving A managed serving endpoint pattern for exposing Databricks models or AI workloads for online inference with operational controls. Databricks intermediate 4 commands Aliases: Databricks Model Serving, serving endpoint, model serving endpoint Quick peek Open full term page

Identity learning-path-anchor System-assigned managed identity A system-assigned managed identity lets one Azure resource authenticate without a stored password, client secret, or certificate managed by your app team. You turn it on for a resource such as a web app, function, virtual machine, data factory, or automation account. Azure creates an identity for that resource, and the resource can request... Managed identities intermediate 4 commands Aliases: system assigned identity, resource managed identity, SystemAssigned identity, managed service identity Quick peek Open full term page

Databases learning-path-anchor Cosmos DB dedicated gateway Azure Cosmos DB dedicated gateway is provisioned server-side compute that fronts an account and enables the integrated cache for supported NoSQL workloads. Azure Cosmos DB fundamentals 3 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning command-rich Search admin key A search admin key is one of the generated API keys for an Azure AI Search service that allows full read-write data-plane access. It can create, update, or delete indexes, indexers, data sources, and documents, so it must be protected, rotated, and replaced with role-based access when possible. Azure AI Search fundamentals 5 commands Aliases: Azure AI Search admin key, search service admin key, Azure Search API admin key, primary admin key, secondary admin key Quick peek Open full term page

Databases command-rich Cosmos DB for Apache Cassandra Azure Cosmos DB for Apache Cassandra is a managed NoSQL database service that supports Cassandra workloads using CQL, drivers, and compatible tooling. Data platform intermediate 4 commands Aliases: No aliases yet Quick peek Open full term page

Databases command-rich Cosmos DB for Apache Gremlin Azure Cosmos DB for Apache Gremlin is a managed graph database service for storing, querying, and traversing graph data with the Gremlin language. Data platform intermediate 4 commands Aliases: No aliases yet Quick peek Open full term page

Databases command-rich Cosmos DB for Table Azure Cosmos DB for Table is a managed NoSQL key-value and table API compatible with Azure Table storage SDKs and tools. Data platform intermediate 4 commands Aliases: No aliases yet Quick peek Open full term page

Storage command-rich Secondary storage region The secondary storage region is the other region involved when an Azure Storage account uses geo-redundant options such as GRS or GZRS. Under normal conditions, applications write to the primary region, and Azure asynchronously copies data to the secondary region. Microsoft Learn anchors this term in Data redundancy - Azure Storage, but this field-manual definition is intentionally wider than an older short glossary entry because the page must teach what to inspect, what can break, who owns the decision, and which evidence proves the Azure environment is behaving as intended.. Storage platform intermediate 4 commands Aliases: No aliases yet 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

AI and Machine Learning premium Azure OpenAI Service Azure OpenAI Service provides managed access to OpenAI model capabilities through Azure endpoints and enterprise controls. Generative AI fundamentals 11 commands Aliases: Azure OpenAI Quick peek Open full term page

AI and Machine Learning premium Azure OpenAI Azure OpenAI provides OpenAI model capabilities through Azure resources, deployments, identity, networking, quota, and monitoring controls. Azure OpenAI intermediate 8 commands Aliases: Azure OpenAI Service Quick peek Open full term page

Databases premium Cosmos DB spatial index Cosmos DB spatial index is an indexing-policy entry that helps Cosmos DB for NoSQL query valid GeoJSON points, lines, polygons, and multipolygons efficiently. It makes location-aware queries practical without scanning every item in a container. You see it when applications store coordinates, service areas, delivery zones, device positions, or map features in JSON items. The production check is whether GeoJSON shape, indexed path, query function, and partition strategy all line up. Document the decision in code, templates, metrics, and runbooks. Azure Cosmos DB intermediate 7 commands Aliases: No aliases yet Quick peek Open full term page

Developer Tools premium Azure Developer CLI An open-source developer command-line tool that accelerates provisioning, deployment, pipeline setup, and monitoring for application resources on Azure. Developer workflow fundamentals 6 commands Aliases: azd Quick peek Open full term page

Containers premium Azure Kubernetes Service Azure Kubernetes Service is Azure’s managed Kubernetes service for deploying, scaling, and operating containerized applications while Azure manages much of the cluster control plane. Managed Kubernetes advanced 6 commands Aliases: AKS, managed Kubernetes Quick peek Open full term page

Databases premium Azure Managed Redis Azure Managed Redis is a Microsoft-managed in-memory data store based on Redis Enterprise, used for low-latency caching, session storage, messaging, and semantic cache scenarios. Managed cache intermediate 6 commands Aliases: Managed Redis, Redis Enterprise on Azure, Azure Redis Enterprise Quick peek Open full term page

Databases premium Bulk executor Bulk executor is the Azure Cosmos DB capability or library pattern for sending many create, update, patch, delete, or import operations efficiently instead of processing documents one at a time. Data platform intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

Databases premium Conflict resolution the way Azure Cosmos DB decides the winning version when concurrent writes from multiple regions change the same item or logical record Data platform intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

Storage premium Data Lake bronze layer The raw ingestion layer in a lakehouse or medallion architecture where source data first lands with minimal transformation and strong traceability. Data Lake Storage Gen2 Intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

Storage premium Data Lake curated zone The governed, consumer-ready area of a data lake where cleaned, conformed, and documented datasets are served for reporting, analytics, AI, or downstream applications. Data Lake Storage Gen2 Intermediate 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

AI and Machine Learning premium Facetable field A Facetable field is an Azure AI Search index field marked so the service can return facet buckets, counts, or filter choices for query results. Teams use it to let search applications show refiners such as category, brand, location, date range, status, or price band without scanning and counting results in application code. It is not a full-text analyzer, vector field setting, ranking rule, security trim, or proof that every facet value is clean, useful, or safe to expose to users. Azure AI Search intermediate 6 commands Aliases: Azure AI Search facetable field, facetable index field, facet-enabled field, facetable attribute Quick peek Open full term page

Storage premium File service endpoint A File service endpoint is the Azure Storage endpoint used by clients and services to access Azure Files shares in a storage account through supported protocols and network paths. Teams use it to connect applications, users, file sync agents, and automation to Azure file shares through the correct public endpoint, private endpoint, or virtual network service endpoint path. It is not a file share itself, a private endpoint by itself, a DNS record alone, authorization proof, or a guarantee that SMB, NFS, FileREST, firewall, and identity settings all match. Azure Files intermediate 6 commands Aliases: Azure Files endpoint, storage file endpoint, file endpoint, Azure Storage file service endpoint Quick peek Open full term page

AI and Machine Learning premium Form Recognizer Form Recognizer is the former name for Azure AI Document Intelligence, an Azure AI service that analyzes documents and extracts text, tables, layout, and structured fields. Teams use it to turn invoices, receipts, IDs, contracts, forms, and scanned documents into structured data for applications, workflow automation, search indexing, review queues, and compliance processing. It is not a human legal review, a guarantee that every extracted field is correct, a storage system for regulated documents, or a reason to skip confidence thresholds and validation logic. Azure AI Document Intelligence intermediate 6 commands Aliases: Azure Form Recognizer, Azure AI Document Intelligence, Document Intelligence, Azure AI Form Recognizer 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

Databases premium PostgreSQL high availability PostgreSQL high availability means Azure keeps a standby flexible server ready so the database can continue after certain failures or planned failover events. Instead of relying on one server instance, the primary and standby are kept in sync. Depending on the design, the standby can be in the same availability zone or a different zone. This reduces downtime risk, but it does not remove every responsibility. Applications still need retry logic, connection handling, monitoring, tested failover procedures, and a cost owner because high availability adds real infrastructure. PostgreSQL flexible server intermediate 6 commands Aliases: PostgreSQL high availability, postgresql high availability, Azure Database for PostgreSQL flexible server Quick peek Open full term page

Integration premium Service Bus Azure Service Bus is a fully managed enterprise message broker with message queues and publish-subscribe topics. It helps decouple applications and services, load-balance work across competing consumers, route data across boundaries, and coordinate transactional workflows that require reliable messaging, ordering, sessions, duplicate detection, and dead-letter handling. Messaging fundamentals 6 commands Aliases: Azure Service Bus, Service Bus Messaging Quick peek Open full term page

Integration premium Service Bus authorization rule Service Bus authorization rule is a shared access policy on a namespace, queue, or topic. It names a key pair and grants Listen, Send, or Manage rights, letting applications create SAS tokens or connection strings scoped to the messaging entity they are allowed to use. Service Bus fundamentals 6 commands Aliases: Service Bus SAS policy, Service Bus shared access policy, Service Bus authorization policy, SAS authorization rule Quick peek Open full term page

Integration premium Service Bus topic Service Bus topic is a publish-subscribe entity inside a Service Bus namespace. Publishers send one message to the topic, and matching subscriptions receive their own copies. Topics are used when several downstream systems need the same business event without coupling the publisher to every receiver. Messaging fundamentals 6 commands Aliases: Azure Service Bus topic, Service Bus pub-sub topic, topic entity, broker topic Quick peek Open full term page

Identity premium Service principal A service principal is the local Microsoft Entra identity for an application or automation instance in a tenant. It represents the app for sign-in, consent, and authorization, and it can receive Azure RBAC roles or API permissions without using a human user account. Azure identity fundamentals 6 commands Aliases: Microsoft Entra service principal, Service principal, application service principal, automation identity, service principal, service-principal Quick peek Open full term page

Web premium Web App A Web App is an Azure App Service application for hosting web applications, REST APIs, or mobile back ends without managing servers. It runs on an App Service plan, supports common language stacks or containers, and integrates with deployment, scaling, networking, identity, and monitoring features. App Service intermediate 6 commands Aliases: Azure Web App, App Service Web App, Microsoft.Web/sites, App Service app Quick peek Open full term page

Networking premium Web Application Firewall Azure Web Application Firewall is a centralized protection service for HTTP applications. It can run with Application Gateway, Front Door, Application Gateway for Containers, or Azure CDN, using managed and custom rules to detect and block common exploits such as SQL injection and cross-site scripting. Application security fundamentals 6 commands Aliases: WAF, Azure WAF, Application Gateway WAF, Front Door WAF Quick peek Open full term page

AI and Machine Learning verified Prompt flow Prompt flow is a way to build and test an AI application as a flow instead of a single prompt. A flow can connect prompts, Python logic, tools, inputs, outputs, variants, and evaluation steps. In Microsoft Foundry classic and Azure Machine Learning, it helped teams prototype, debug, compare, deploy, and monitor LLM-based applications. In 2026, it is also a migration topic because Microsoft announced that feature development ended and full retirement is planned for April 20, 2027. Azure Machine Learning advanced 18 commands Aliases: No aliases yet Quick peek Open full term page

Identity premium Access package An access package bundles resources someone may need for a job or project. Instead of asking separately for groups, apps, or sites, a user requests the package, and Entra applies approval, duration, review, and removal rules. Identity operations fundamentals 5 commands Aliases: No aliases yet Quick peek Open full term page

Identity premium Access review An access review is a governance check asking, “Should this access still exist?” It lets owners, managers, users, or admins review access to groups, apps, access packages, and privileged roles, then keep or remove access based on decisions and recommendations. Governance fundamentals 5 commands Aliases: No aliases yet Quick peek Open full term page

Containers premium AKS cluster Microsoft Learn describes Azure Kubernetes Service as a managed Kubernetes service for deploying and managing containerized applications. An AKS cluster provides the managed Kubernetes control plane, node pools, networking, identity, scaling, and Azure integration points for running containers in Azure production environments. Azure Kubernetes Service fundamentals 5 commands Aliases: Azure Kubernetes cluster, AKS managed cluster, Kubernetes cluster in Azure Quick peek Open full term page

Containers premium AKS ingress controller Microsoft Learn explains AKS ingress through Kubernetes ingress resources and controllers that route HTTP or HTTPS traffic to services in a cluster. AKS application routing options can configure ingress controllers, DNS integration, TLS handling, and related networking components for production applications. AKS networking intermediate 5 commands Aliases: AKS ingress, Ingress controller for AKS, Kubernetes ingress controller Quick peek Open full term page

Containers premium AKS Linux node pool An AKS Linux node pool is a group of Linux-based nodes with shared configuration that runs Kubernetes workloads in an AKS cluster. Node pools let teams separate system components, application workloads, VM sizes, zones, scaling behavior, taints, labels, and upgrade settings. AKS compute Intermediate 5 commands Aliases: Azure Kubernetes Service Linux node pool, aks linux node pool Quick peek Open full term page

Containers premium AKS node Microsoft Learn explains that AKS nodes are the virtual machines that run your containerized applications, grouped into node pools with the same configuration. System node pools host core cluster pods, while user node pools typically host application workloads and can differ by size, operating system, taints, or purpose. AKS compute intermediate 5 commands Aliases: AKS cluster node, Kubernetes node in AKS, AKS VM node Quick peek Open full term page

Identity premium App registration An app registration is the identity profile for an application, not the application code itself. It tells Microsoft Entra ID how the app is allowed to sign in users or request tokens. It contains values developers copy into configuration, such as client ID, tenant, redirect URI, credentials, and permissions. When sign-in breaks, consent fails, or tokens contain the wrong audience, the app registration is often where engineers look first. It is the contract between the app, Entra ID, administrators, and downstream APIs. Applications fundamentals 5 commands Aliases: Microsoft Entra app registration, application registration Quick peek Open full term page

AI and Machine Learning premium Azure AI Foundry Create a governed project boundary where AI teams can build agents, evaluations, files, and model deployments without unmanaged sprawl.; Compare, evaluate, and approve model deployments before a generative AI feature is AI platform fundamentals 5 commands Aliases: AI Foundry, Microsoft Foundry, Foundry resource, Foundry project, Azure AI Foundry, azure ai foundry 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

Databases premium Azure Database for MySQL Flexible Server A fully managed Azure database service for MySQL workloads with configurable compute, storage, backups, networking, maintenance, and high availability options. Managed MySQL intermediate 5 commands Aliases: MySQL Flexible Server Quick peek Open full term page

Databases premium Azure Database for PostgreSQL Flexible Server A fully managed Azure PostgreSQL service with configurable compute, storage, backups, networking, maintenance, extensions, and high availability options. Managed PostgreSQL intermediate 5 commands Aliases: PostgreSQL Flexible Server Quick peek Open full term page

Storage premium Azure file share An Azure file share is a managed cloud share hosted by Azure Files. It behaves like a network file share, but Microsoft runs the storage service instead of your team maintaining file servers, disks, operating systems, and failover. Files, queues, and tables fundamentals 5 commands Aliases: Azure Files share Quick peek Open full term page

Storage premium Azure NetApp Files Azure NetApp Files provides managed enterprise SMB and NFS volumes in Azure for performance-sensitive file workloads. Backup and recovery intermediate 5 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning premium Azure OpenAI managed identity Azure OpenAI managed identity uses Microsoft Entra identities so Azure workloads can call model endpoints without stored keys. Azure OpenAI intermediate 5 commands Aliases: No aliases yet Quick peek Open full term page

Databases premium Azure SQL Business Critical tier Azure SQL Business Critical tier is a vCore service tier for OLTP workloads that need high transaction rates, low-latency I/O, and high resilience through isolated replicas. Azure SQL Database fundamentals 5 commands Aliases: Azure SQL Business Critical tier, Business Critical tier, BusinessCritical, Premium-like vCore tier, SQL Business Critical Quick peek Open full term page

Databases premium Azure SQL Database Azure SQL Database is a fully managed relational database service in Azure that provides SQL Server-compatible engines as single databases, elastic pools, and serverless or provisioned compute choices. Microsoft Learn presents it as platform as a service with built-in availability, backups, patching, scaling, and security integration. Database intermediate 5 commands Aliases: Azure SQL DB, Azure SQL Database, Azure SQL pooled database, Azure SQL single database, SQL Database Quick peek Open full term page

Databases premium Azure SQL Database DTU model Azure SQL Database DTU model is a purchasing model that bundles compute, storage, and I/O resources into Database Transaction Units for Basic, Standard, and Premium tiers. Azure SQL Database fundamentals 5 commands Aliases: Azure SQL Database DTU model, DTU model, DTU-based purchasing model, Database Transaction Unit, eDTU Quick peek Open full term page