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Analytics
premium
Azure integration runtime
Azure integration runtime is the compute infrastructure used by Azure Data Factory and Synapse pipelines to move data, dispatch activities, and connect across network environments.
Data integration compute
intermediate
5 commands
Aliases: Integration Runtime, IR, ADF integration runtime
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Analytics
premium
Data Factory Git integration
The source-control connection that lets Data Factory authoring use Azure Repos or GitHub branches instead of editing only the live factory mode.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory Git integration, ADF Git integration, data factory git integration
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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
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Analytics
premium
Azure-SSIS integration runtime
Azure-SSIS integration runtime is Azure Data Factory or Azure Synapse compute that lets organizations deploy, run, and manage SQL Server Integration Services packages in Azure.
Data Factory
intermediate
5 commands
Aliases: Azure SSIS integration runtime, Azure-SSIS IR
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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
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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
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Analytics
learning-path-anchor
Databricks repo
A workspace Git integration, now called Git folders, for versioning notebooks and files used in Databricks development and CI/CD.
Databricks
fundamentals
4 commands
Aliases: Databricks Repos, Databricks Git folder, Azure Databricks Git folders, workspace Git folder
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Analytics
learning-path-anchor
Databricks SQL warehouse
A Databricks SQL compute resource for interactive queries, dashboards, BI tools, and governed analytics workloads.
Databricks
intermediate
4 commands
Aliases: SQL warehouse, Databricks SQL compute, serverless SQL warehouse
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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
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Analytics
complete
SSIS integration runtime
Microsoft Learn describes Azure-SSIS integration runtime as managed compute in Azure Data Factory or Synapse pipelines for running SQL Server Integration Services packages. It lets teams lift and run SSIS workloads in Azure while connecting to SSISDB, data stores, networks, and package dependencies.
Data integration
intermediate
5 commands
Aliases: Azure-SSIS integration runtime, Azure SSIS IR, SSIS IR, SQL Server Integration Services runtime in Azure
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Analytics
field-manual-complete
Self-hosted integration runtime
A self-hosted integration runtime is an agent you install on a server or virtual machine that can reach private data sources.
Data Factory
intermediate
4 commands
Aliases: SHIR, self-hosted IR, Data Factory self-hosted runtime
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Analytics
top-250-pre130-priority-upgraded
Integration runtime
Integration runtime controls which compute, region, and network path data integration workloads use when moving data or executing pipeline activities.
Data Factory
intermediate
4 commands
Aliases: ADF integration runtime, Azure integration runtime, self-hosted integration runtime, SSIS integration runtime, IR, Azure Data Factory integration runtime
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Analytics
premium
Change data capture in Data Factory
A Data Factory capability for processing changed data from supported sources.
Data integration
intermediate
10 commands
Aliases: CDC
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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
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Analytics
premium
Data Factory
Azure’s managed data integration service for creating pipelines that move, transform, schedule, and orchestrate data across cloud, SaaS, and hybrid stores.
Data integration and orchestration
Intermediate
6 commands
Aliases: Data Factory, Data Factory, data factory
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Storage
premium
Data Lake analytics workload
A production analytics workload that stores, transforms, governs, and serves large data sets from a data lake using Azure services such as ADLS Gen2, Data Factory, Databricks, Synapse, or Fabric.
Data Lake Storage
Intermediate
6 commands
Aliases: No aliases yet
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Analytics
premium
Databricks cluster
A Databricks compute resource that runs notebooks, jobs, libraries, Spark workloads, and data processing tasks using configured runtime, workers, policies, and access controls.
Azure Databricks
fundamentals
6 commands
Aliases: Databricks compute, Azure Databricks compute cluster, classic cluster
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Analytics
premium
Databricks cluster policy
A Databricks governance object that limits which cluster settings users can choose, helping control cost, security, runtime consistency, and workload standards.
Azure Databricks
intermediate
6 commands
Aliases: Databricks compute policy, cluster policy, compute policy
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Analytics
premium
Databricks managed resource group
The Azure resource group created or referenced for Databricks-managed infrastructure that supports a workspace and its classic compute resources.
Azure Databricks
intermediate
6 commands
Aliases: managed resource group, Azure Databricks managed resource group, workspace managed resource group
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Web
premium
App Service VNet integration
Microsoft Learn describes App Service virtual network integration as the feature that lets an App Service app access resources in or through an Azure virtual network. It affects outbound traffic from the app; inbound private access uses other controls, such as private endpoints and access restrictions.
App Service Networking
intermediate
5 commands
Aliases: App Service virtual network integration, regional VNet integration, Web App VNet integration
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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
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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
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Analytics
premium
Azure Databricks
A unified, open analytics platform on Azure for building, deploying, sharing, and maintaining enterprise data, analytics, and AI solutions at scale.
Data engineering and AI
intermediate
5 commands
Aliases: Databricks on Azure
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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
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Databases
premium
Azure SQL serverless compute
Run development, test, training, or demo databases that need full SQL behavior but sit idle outside work hours.; Support tenant databases with sporadic activity where provisioned compute would waste budget for long idle
Azure SQL Database
fundamentals
5 commands
Aliases: Azure SQL serverless compute
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Analytics
premium
Data Factory pipeline
A logical grouping of Data Factory activities that performs a coordinated data movement, transformation, or control-flow process.
Data integration and orchestration
Intermediate
5 commands
Aliases: Data Factory pipeline, ADF pipeline, data factory pipeline
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Analytics
premium
Data flow cluster
The managed Spark compute that Azure Data Factory or Synapse uses to execute a mapping data flow during a debug session or scheduled pipeline run.
Data Factory
Intermediate
5 commands
Aliases: No aliases yet
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Analytics
premium
Data flow debug
An interactive mapping data flow mode that lets designers preview transformed data and expression results by using an active Spark debug session.
Data Factory
Intermediate
5 commands
Aliases: No aliases yet
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Analytics
premium
Data flow debug cluster
The live Spark cluster started for a mapping data flow debug session so designers can preview data and run transformation logic interactively.
Data Factory
Intermediate
5 commands
Aliases: No aliases yet
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Analytics
premium
Data flow debug session
The active design-time session that keeps data flow debug compute available for previewing transformations, expressions, and pipeline debug activity behavior.
Data Factory
Intermediate
5 commands
Aliases: No aliases yet
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Analytics
premium
Databricks workspace
A Databricks workspace is the Azure resource and collaborative environment where teams create and operate notebooks, jobs, clusters, SQL warehouses, repositories, experiments, and governed data access.
Analytics platform
beginner
5 commands
Aliases: Azure Databricks workspace, Databricks workspace resource, workspace resource, Databricks environment
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Analytics
premium
Databricks workspace VNet injection
Databricks workspace VNet injection is the deployment model that places Azure Databricks compute resources into customer-managed virtual network subnets so network security, routing, and private connectivity controls can be applied.
Databricks
advanced
5 commands
Aliases: VNet-injected Databricks workspace, customer-managed VNet workspace, Databricks VNet injection, workspace in customer VNet
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Analytics
premium
Dataset
A dataset is a logical description of data used by analytics or integration services; in Azure Data Factory and Synapse pipelines, it describes the data structure, location, and linked service used by activities.
Data integration
beginner
5 commands
Aliases: data set, logical dataset, pipeline dataset, data reference
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Analytics
premium
Dataset in Data Factory
A dataset in Data Factory is a named JSON definition that describes the data an activity reads or writes, including the linked service, dataset type, path, table, schema, parameters, and annotations.
Data Factory
beginner
5 commands
Aliases: ADF dataset, Azure Data Factory dataset, Data Factory dataset definition, Synapse dataset
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Databases
premium
PostgreSQL burstable compute
PostgreSQL burstable compute is the Burstable pricing tier for Azure Database for PostgreSQL flexible server. It uses B-series virtual machine sizes for workloads with modest average CPU demand that may need occasional bursts instead of continuously provisioned high performance. safely.
PostgreSQL flexible server
fundamentals
5 commands
Aliases: Azure PostgreSQL B-series, Flexible Server burstable compute, PostgreSQL Burstable tier
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Databases
premium
PostgreSQL database
A named PostgreSQL catalog inside a flexible server that holds schemas, tables, extensions, permissions, and application data.
Azure Database for PostgreSQL
fundamentals
5 commands
Aliases: PostgreSQL database, postgresql database, Azure Database for PostgreSQL database, database catalog, schema migration, charset, collation
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Databases
premium
PostgreSQL general purpose compute
PostgreSQL General Purpose compute is the middle production tier for Azure Database for PostgreSQL flexible server. It is meant for workloads that need steadier CPU and memory than Burstable, but do not need the higher memory profile of Memory Optimized. Teams use it when a database serves real users, background jobs, APIs, or reporting workloads with predictable demand. The choice affects cost, concurrency, high availability eligibility, and scaling options. It is not a magic performance setting; it is a capacity tier that still needs good indexes, query design, connection pooling, and monitoring.
PostgreSQL flexible server
fundamentals
5 commands
Aliases: PostgreSQL general purpose compute, postgresql general purpose compute, Azure Database for PostgreSQL flexible server
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Databases
premium
Serverless compute tier
Serverless compute tier in Azure SQL Database automatically scales compute for single databases, bills compute per second while active, can pause during inactivity, and resumes when activity returns. It is available in General Purpose and Hyperscale, with auto-pause support limited to General Purpose.
Azure SQL Database
fundamentals
5 commands
Aliases: No aliases yet
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Databases
premium
Serverless SQL database
A serverless SQL database is an Azure SQL Database single database configured with the serverless compute model. It automatically scales compute within configured limits, can auto-pause in supported tiers, resumes on activity, and keeps the managed SQL Database platform features such as backups, patching, monitoring, and security.
Azure SQL Database
fundamentals
5 commands
Aliases: No aliases yet
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Analytics
premium
Trigger in Data Factory
In Azure Data Factory, a trigger determines when a pipeline run starts. Microsoft Learn describes manual, schedule, tumbling window, storage event, and custom event triggers; each carries timing, state, event, or dependency information that Data Factory uses to create pipeline runs.
Data integration
fundamentals
5 commands
Aliases: Data Factory trigger, ADF trigger, Azure Data Factory trigger, pipeline trigger in Data Factory
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Security
premium
Data exfiltration control
A set of Azure controls that restrict, inspect, or approve where sensitive data can leave a workload, workspace, network, or tenant boundary.
Network and data protection
Intermediate
4 commands
Aliases: egress control, data exfiltration protection, approved outbound data boundary
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Analytics
premium
Data Factory connector
A built-in or configured integration capability that lets Data Factory read from or write to a supported data store, SaaS application, or service endpoint.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory connector, ADF connector, data factory connector
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Analytics
premium
Data Factory debug run
An interactive test execution used while authoring a Data Factory pipeline or data flow before publishing or triggering it in production.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory debug run, ADF debug run, data factory debug run
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Analytics
premium
Data Factory expression language
The syntax and function set used in Data Factory to build dynamic values, reference parameters, inspect activity output, and control pipeline behavior.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory expression language, ADF expression language, data factory expression language
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Analytics
premium
Data Factory global parameter
A factory-level constant that pipelines can reference in expressions and that CI/CD can override per environment.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory global parameter, ADF global parameter, data factory global parameter
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Analytics
premium
Data Factory managed identity
The Microsoft Entra identity assigned to a Data Factory so pipelines and linked services can access Azure resources without embedded passwords.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory managed identity, ADF managed identity, data factory managed identity
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Analytics
premium
Data Factory managed virtual network
A Microsoft-managed network boundary used by Azure Integration Runtime to isolate data integration traffic and connect through managed private endpoints.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory managed virtual network, ADF managed virtual network, data factory managed virtual network
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Analytics
premium
Data Factory monitoring
The operational view of Data Factory pipeline runs, activity runs, trigger history, integration runtime health, metrics, logs, and alerts.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory monitoring, ADF monitoring, data factory monitoring
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Analytics
premium
Data Factory parameter
A read-only value passed into a Data Factory pipeline, dataset, linked service, or data flow so behavior can change at run time.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory parameter, ADF parameter, data factory parameter
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Analytics
premium
Data Factory private endpoint
A Private Link connection that exposes Data Factory or related data movement targets through a private IP address instead of a public network path.
Data integration and orchestration
Intermediate
4 commands
Aliases: Data Factory private endpoint, ADF private endpoint, data factory private endpoint
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