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Glossary

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A list of terms and their definitions can be found below

  • ADS - Azure Data Studio is a desktop tool for managing Azure Data resources in the cloud, on-premises, or hybrid environments.
  • ADS Notebook - Feature of ADS that enables creating, sharing text alongside code blocks for execution with various Notebook kernels.
  • API - application programming interface, a standard way for computers to interact programmatically such as through a web service or other function.
  • Azure - a cloud computing service created by Microsoft.
  • Azure Batch - an Azure service that enables high performance parallel computing tasks in the cloud.
  • Azure Blob Storage - an Azure storage service used to store unstructured data as Binary Large Objects or BLOBs
  • Azure CLI - Azure command line interface, a useful desktop library to interact with Azure resources from the command line
  • Azure Region - Azure data centers are separated by geography into regions in order to ensure low-latency and security
  • Azure Resource Group - a logical container of Azure resources for management of Azure resources within it
  • Azure SQL Database - an Azure based version of SQL database offered as a PaaS
  • Azure Storage Account - provides a unique namespace in Azure which forms the basis for addressing objects in Azure Storage
  • Azure Storage SKU - a stock keeping unit or SKU is a product unit designation that distinguishes between the product and other products based on its attributes such as manufacturer, description, and product type. (see Appendices for a list of Storage SKU types)
  • Azure Subscription - associates a user with Azure resources created by that user
  • CLI - command line interface, allows execution of programs using textual processing line-by-line which is useful for automation using scripts or pasted input.
  • HADR - High Availability, Disaster Recovery HA is the degree which a system is functional for customers. DR is a set of processes, techniques, and methodologies that ensure fault tolerance following natural and man-made disasters.
  • IaaS - infrastructure-as-a-Service a cloud service that allows provisioning and managing of infrastructure over the web
  • Jupyter Book - A collection of Jupyter Notebooks bound with a table of contents to define a notebook structure.
  • Jupyter Kernel - a wrapper program that handles requests for executing and inspecting code in a Notebook
  • Juptyer Notebook - an open source web application that is the underlying technology for ADS Notebooks that features live code, equations, and visualizations alongside narrative text.
  • Juptyer Project - a non-profit, OSS project that supports interactive data science computing across all programming languages
  • Markdown - lightweight markup language with text formatting widely used in web documents
  • Microsoft PowerShell - a task automation and configuration management framework. ADS Notebooks feature a PowerShell kernel in order to interface with the PS environment. PS is often used by systems engineers and admins.
  • OSS - open source software is a decentralized software development model that encourages open collaboration and sharing.
  • PaaS - Platform-as-a-Service is a cloud service that allows the use of an application without the complexity of building and maintaining the hardware infrastructure required by the application
  • Point-to-Site VPN - a VPN solution that allows a secure connection from an individual client computer to a remote network on the VPN.
  • Python - an interpreted high level OSS programming language often used by data scientists
  • Site-to-Site VPN - a VPN connection created between two sites, usually over the public Internet or a WAN connection. Normally requires a network adminstrator to setup and configure.
  • SQL Assessment API - evaluates a SQL instance configuration for best practices
  • SQL Virtual Machine - an IaaS Azure offer that provisions and manages virtual machine with SQL Server installed
  • SQL Managed Instance - a PaaS Azure offer for SQL Server that is ran on Azure infrastructure. Microsoft will manage the complexities of the infrastructure for the user
  • SMO - SQL Management Objects are "objects designed for programmatic management of Microsoft SQL Server" (Microsoft)
  • VPN - a virtual private network is a collection of computing resources that organizes and extends a private network configuration over the public Internet, normally using some kind of encryption for security and privacy.