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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

Integration premium Developer portal The developer portal is the Azure API Management portal where API consumers discover APIs, read documentation, sign in, subscribe to products, retrieve subscription details, and test API operations when allowed. Application delivery and API edge intermediate 4 commands Aliases: API Management developer portal, APIM developer portal, developer portal in API Management, API consumer portal Quick peek Open full term page

Analytics premium Databricks workflow A Databricks workflow is a scheduled or triggered orchestration of tasks in Azure Databricks, commonly managed through Lakeflow Jobs, for running notebooks, SQL, pipelines, scripts, and production data workloads. Data engineering and analytics intermediate 5 commands Aliases: Databricks Jobs workflow, Lakeflow Jobs workflow, Databricks scheduled workflow, Databricks orchestration Quick peek Open full term page

Integration verified Workflow In Azure Logic Apps, a workflow is the trigger-and-action definition that automates a business or integration process. A workflow starts from a trigger, runs actions according to conditions and control flow, connects cloud, on-premises, and partner systems, and records run history for operations. Logic Apps fundamentals 6 commands Aliases: Logic Apps workflow, logic app workflow, workflow definition, integration workflow Quick peek Open full term page

Integration verified Workflow action In Azure Logic Apps, a workflow action is a step that runs after a trigger or another action. Actions can call connectors, transform data, branch, loop, wait, compose values, or invoke services as part of the workflow definition during each run. Logic Apps intermediate 6 commands Aliases: Logic Apps action, workflow step, Logic Apps connector action, action definition Quick peek Open full term page

Analytics verified Workflow Orchestration Manager Workflow Orchestration Manager in Azure Data Factory is a managed Apache Airflow environment for authoring, scheduling, and monitoring DAG-based data workflows. It runs Airflow components for teams that need dependency-aware orchestration without building and maintaining their own Airflow infrastructure and monitoring controls. Data engineering and analytics intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

Integration verified Workflow run A workflow run is one execution instance of an Azure Logic Apps workflow after a trigger fires. The run records status, start and end time, duration, correlation details, trigger result, action history, retries, inputs, outputs, and errors used for troubleshooting. Logic Apps intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

Integration verified Workflow trigger A workflow trigger is the first step in an Azure Logic Apps workflow. The trigger starts a run when a schedule, event, request, polling condition, or connector condition is met, and it passes initial data into the workflow and downstream actions. Logic Apps intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

Storage learning-path-anchor Data Lake storage account A storage feature or access model in Data Lake Storage Gen2 that helps teams store, protect, move, and govern application or analytics data with clearer ownership, safety, and operational context. Data Lake Storage Gen2 advanced 19 commands Aliases: No aliases yet Quick peek Open full term page

Web premium Service Bus trigger Service Bus trigger is an Azure Functions binding that starts function execution when a message arrives on a Service Bus queue or topic subscription. It connects the Functions runtime to Service Bus, supports queue, topic, and session scenarios, and uses app settings or identity-based connections for access. Azure Functions intermediate 6 commands Aliases: Azure Functions Service Bus trigger, ServiceBusTrigger, Service Bus queue trigger, Service Bus topic trigger 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

Compute premium Durable Functions Microsoft Learn describes Durable Functions as an Azure Functions extension for building stateful workflows in a serverless environment. Developers write orchestrator, activity, and entity functions while the runtime manages checkpoints, state, retries, timers, recovery, and long-running operations across restarts and long delays. Serverless workflows intermediate 5 commands Aliases: Azure Durable Functions, Durable orchestration, Durable workflow Quick peek Open full term page

Integration premium Service Bus transaction Service Bus transaction is a broker-supported execution scope that commits or rolls back multiple messaging operations as one unit. Standard and Premium support transactions for sends, receives, completions, deferrals, dead-lettering, and related transfers, while management operations and Basic tier are outside that model. Messaging intermediate 5 commands Aliases: Azure Service Bus transaction, Service Bus transactional processing, broker transaction, atomic messaging operation Quick peek Open full term page

Analytics learning-path-anchor Synapse Studio Synapse Studio is the browser-based workspace experience for Azure Synapse Analytics. It exposes hubs for data, development, integration, monitoring, and management, letting users author notebooks and SQL scripts, build pipelines, configure connections, review access, and work with Git-backed or live artifacts. Synapse Analytics fundamentals 6 commands Aliases: Azure Synapse Studio, Synapse web workspace, Synapse workspace UI, Synapse authoring experience Quick peek Open full term page

Developer Tools premium EF Core migration An EF Core migration records database schema changes from an Entity Framework Core model so teams can generate, review, and apply controlled schema updates. .NET data access intermediate 4 commands Aliases: Entity Framework Core migration, EF migration Quick peek Open full term page

Analytics learning-path-anchor Synapse SQL script A Synapse SQL script is a saved T-SQL authoring artifact in Synapse Studio. Users create or import scripts in the Develop hub, connect them to a dedicated or serverless SQL pool, run queries, review tabular results, export output, and organize scripts into folders. Synapse Analytics fundamentals 5 commands Aliases: SQL script in Synapse, Synapse Studio SQL script, T-SQL script artifact, Synapse query script Quick peek Open full term page

Analytics learning-path-anchor Synapse workspace repository A Synapse workspace repository is where a Synapse workspace saves its authoring artifacts when Git integration is enabled. Instead of every notebook, pipeline, SQL script, linked service, or dataset living only in the live workspace, the team works through branches, commits, pull requests, and a publish branch. That gives data engineers a familiar code-review... Synapse Analytics fundamentals 5 commands Aliases: Synapse Git repository, Synapse source control, Synapse code repository, workspace Git integration Quick peek Open full term page

AI and Machine Learning learning-path-anchor System message A system message is the instruction layer that tells an Azure OpenAI chat model how it should behave before it answers the user's request. It can define the assistant's role, tone, allowed sources, formatting rules, safety boundaries, and refusal behavior. It is stronger than an ordinary user message, but it is not magic and... Azure OpenAI fundamentals 5 commands Aliases: system prompt, metaprompt, developer instruction, assistant instruction Quick peek Open full term page

Monitoring and Observability learning-path-anchor Telemetry events Telemetry events are breadcrumbs that say something meaningful happened in an application. They are different from raw logs because they usually have a clear event name and structured properties. A checkout completed, a document uploaded, a feature flag changed, or a device registered can all be telemetry events. In Azure Monitor Application Insights, these events help teams understand behavior, investigate incidents, and measure product outcomes. Good events are intentional, consistently named, and tied to the que Application data advanced 5 commands Aliases: event telemetry, custom events, Application Insights events, Azure Monitor events Quick peek Open full term page

Developer Tools premium Cloud Shell Azure Cloud Shell is a browser-based, authenticated, preconfigured shell experience for managing Azure resources with tools such as Azure CLI and Azure PowerShell. Command line fundamentals 3 commands Aliases: No aliases yet Quick peek Open full term page

Integration premium Communication Services Azure Communication Services, the platform that adds voice, video, chat, SMS, email, and calling workflows to custom applications through Azure APIs and SDKs Communications Beginner 3 commands Aliases: Azure Communication Services Quick peek Open full term page

AI and Machine Learning premium Compute instance a managed Azure Machine Learning cloud workstation used by one data scientist or engineer for notebooks, experimentation, development, and lightweight testing Azure Machine Learning Beginner 3 commands Aliases: No aliases yet Quick peek Open full term page

Databases learning-path-anchor Cosmos DB continuous backup Azure Cosmos DB continuous backup is the backup mode that supports point-in-time restore for supported Cosmos DB resources within a configured retention tier. Azure Cosmos DB fundamentals 4 commands Aliases: No aliases yet Quick peek Open full term page

Analytics learning-path-anchor Databricks MLflow The managed MLflow experience in Azure Databricks for experiments, runs, metrics, artifacts, model lineage, and MLOps evidence. Databricks fundamentals 4 commands Aliases: MLflow on Databricks, Databricks experiment tracking, MLflow tracking Quick peek Open full term page

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

Analytics learning-path-anchor Databricks notebook A collaborative Azure Databricks document for code, SQL, visualizations, exploration, jobs, and ML workflows attached to compute. Databricks fundamentals 4 commands Aliases: Azure Databricks notebook, Databricks workspace notebook, interactive notebook Quick peek Open full term page

AI and Machine Learning learning-path-anchor Text to speech Text to speech in Azure AI Speech converts written text or SSML into synthesized audio using neural voices, custom voice options, language support, and APIs. Teams use it to add spoken responses to apps, contact centers, accessibility tools, devices, and media workflows while governing region, keys, networking, and quota. Azure AI services fundamentals 4 commands Aliases: Text to speech, text to speech, Azure Text to speech, Microsoft Learn Text to speech, TTS, speech synthesis, Azure AI Speech synthesis, neural voices, SSML speech Quick peek Open full term page

AI and Machine Learning premium Assistants API Assistants API is the older assistant-building API pattern that organizes an AI workflow around assistants, threads, messages, runs, tools, and files. It helped developers build stateful assistants without inventing every orchestration object themselves. In 2026, it should be treated as a migration-sensitive term because Azure documentation marks the classic Assistants API as deprecated and. Azure OpenAI intermediate 2 commands Aliases: Azure OpenAI Assistants API, OpenAI Assistants API, classic Assistants API, Assistants API v2 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

Databases learning-path-anchor Cosmos DB emulator The Azure Cosmos DB emulator provides a local environment that emulates Azure Cosmos DB for development and testing without requiring a cloud account. Azure Cosmos DB fundamentals 3 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning command-rich Data source in AI Search Data source in AI Search is documented by Microsoft as part of the Azure AI Search area in Azure. Azure AI Search intermediate 6 commands Aliases: No aliases yet Quick peek Open full term page

AI and Machine Learning verified Responses API The Responses API is a newer Azure OpenAI interface for building AI interactions that need more than one simple prompt and answer. It creates model responses that can carry conversation state, call supported tools, stream output, and work with modern reasoning or multimodal workflows when the deployed model supports them. For developers, it is a single API surface that reduces the gap between chat completions and assistant-style orchestration. In Azure, you still need an Azure OpenAI resource, model deployment, authentication, Azure OpenAI intermediate 6 commands Aliases: Azure OpenAI Responses API, OpenAI Responses API on Azure, responses endpoint, stateful responses API Quick peek Open full term page

AI and Machine Learning field-manual-complete Translator service The Translator service is the Azure AI service resource and API surface that provides Translator capabilities to applications. It supplies endpoints, keys or token-based authentication, regional configuration, usage limits, and management settings for text translation, document translation, custom translation, monitoring, and secure integration. Azure AI services fundamentals 6 commands Aliases: Azure AI Translator service, Text Translation service, Translator resource, translation service resource, Cognitive Services Translator Quick peek Open full term page

Containers verified Registry private endpoint A registry private endpoint lets workloads reach Azure Container Registry through private network addressing instead of the public registry endpoint. Your registry remains a managed Azure service, but clients such as AKS nodes, self-hosted build agents, virtual machines, or container platforms connect Azure Container Registry intermediate 5 commands Aliases: ACR private endpoint, Azure Container Registry Private Link, private registry endpoint, container registry private endpoint Quick peek Open full term page

AI and Machine Learning field-manual-complete Translator Azure Translator in Foundry Tools is a cloud-based neural machine translation service for building multilingual applications. It translates text and documents across supported languages through REST APIs and SDKs, and it can use custom translation systems for terminology, domain language, and workflow-specific localization. AI platform and search intermediate 5 commands Aliases: Azure Translator, Azure AI Translator, Text Translation, machine translation, document translation Quick peek Open full term page

AI and Machine Learning complete Speech translation Microsoft Learn describes speech translation as an Azure Speech capability for adding real-time, multilingual speech translation to applications, tools, and devices. It can return source transcriptions and translated text as speech is detected, and final translations can also be synthesized as speech. Azure AI services fundamentals 5 commands Aliases: Speech translation, speech translation, speech-translation 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 PostgreSQL Azure Cosmos DB for PostgreSQL is a managed PostgreSQL service with Citus distributed tables, currently on a retirement path and not recommended for new projects. 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

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

Databases premium Dedicated gateway Dedicated gateway is documented by Microsoft as part of the Azure Cosmos DB area in Azure. Azure Cosmos DB intermediate 11 commands Aliases: No aliases yet 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

Developer Tools premium Azure PowerShell Azure PowerShell is Microsoft’s Az module collection for managing Azure resources from PowerShell. Command line fundamentals 7 commands Aliases: Az PowerShell module, Az module, Azure PowerShell, Azure PowerShell cmdlets, PowerShell for Azure Quick peek Open full term page

Databases premium Cosmos DB physical partition Cosmos DB physical partition means a fully managed internal storage and compute partition that hosts ranges of logical partition keys in Azure Cosmos DB. In plain English, it is the thing developers and operators check when they need to understand how data access really works. It connects the application model to automatic scale-out, replica placement, RU distribution, and operational signals such as hot partition diagnostics. For a production team, it turns vague database talk into a specific thing to inspect in the portal, SDK code, templates, metrics, and incident notes. Azure Cosmos DB intermediate 7 commands Aliases: No aliases yet Quick peek Open full term page

Databases premium Cosmos DB provisioned throughput Cosmos DB provisioned throughput means the request-unit-per-second capacity reserved for a database or container, either manually or with autoscale behavior in Azure Cosmos DB. In plain English, it is the thing developers and operators check when they need to understand how data access really works. It connects the application model to capacity planning, throttling prevention, RU allocation, cost control, and predictable performance for operational workloads. For a production team, it turns vague database talk into a specific thing to inspect in the portal, SDK code, templates, metrics, and incident notes. Azure Cosmos DB intermediate 7 commands Aliases: No aliases yet Quick peek Open full term page

Analytics premium Databricks job A scheduled or triggered Databricks workflow that runs one or more tasks using configured compute, parameters, retries, notifications, and access controls. Azure Databricks fundamentals 7 commands Aliases: Databricks workflow job, Lakeflow Job, Databricks Jobs Quick peek Open full term page

Developer Tools premium Azure CLI A cross-platform command-line tool for connecting to Azure and executing administrative commands on Azure resources. Command line fundamentals 6 commands Aliases: az, Azure command-line interface Quick peek Open full term page