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AI-100 test
Format | AI-100 Course Contents | AI-100 Course Outline | AI-100 test
Syllabus | AI-100 test
Objectives
Candidates for this test
analyze the requirements for AI solutions, recommend appropriate tools and technologies, and implements solutions that meet scalability and performance requirements.
Candidates translate the vision from solution architects and work with data scientists, data engineers, IoT specialists, and AI developers to build complete end-to-end solutions. Candidates design and implement AI apps and agents that use Microsoft Azure Cognitive Services and Azure Bot Service. Candidates can recommend solutions that use open source technologies.
Analyze solution requirements (25-30%)
Recommend Cognitive Services APIs to meet business requirements
select the processing architecture for a solution
select the appropriate data processing technologies
select the appropriate AI models and services
identify components and technologies required to connect service endpoints
identify automation requirements
Map security requirements to tools, technologies, and processes
identify processes and regulations needed to conform with data privacy, protection, and regulatory requirements
identify which users and groups have access to information and interfaces
identify appropriate tools for a solution
identify auditing requirements
Select the software, services, and storage required to support a solution
identify appropriate services and tools for a solution
identify integration points with other Microsoft services
identify storage required to store logging, bot state data, and Cognitive Services output
Design AI solutions (40-45%)
Design solutions that include one or more pipelines
define an AI application workflow process
design a strategy for ingest and egress data
design the integration point between multiple workflows and pipelines
design pipelines that use AI apps
design pipelines that call Azure Machine Learning models
select an AI solution that meet cost constraints
Design solutions that uses Cognitive Services
design solutions that use vision, speech, language, knowledge, search, and anomaly detection APIs
Design solutions that implement the Bot Framework
integrate bots and AI solutions
design bot services that use Language Understanding (LUIS)
design bots that integrate with channels
integrate bots with Azure app services and Azure Application Insights
Design the compute infrastructure to support a solution
identify whether to create a GPU, FPGA, or CPU-based solution
identify whether to use a cloud-based, on-premises, or hybrid compute infrastructure
select a compute solution that meets cost constraints
Design for data governance, compliance, integrity, and security
define how users and applications will authenticate to AI services
design a content moderation strategy for data usage within an AI solution
ensure that data adheres to compliance requirements defined by your organization
ensure appropriate governance of data
design strategies to ensure that the solution meets data privacy regulations and industry standards
Implement and monitor AI solutions (25-30%)
Implement an AI workflow
develop AI pipelines
manage the flow of data through the solution components
implement data logging processes
define and construct interfaces for custom AI services
create solution endpoints
develop streaming solutions
Integrate AI services with solution components
configure prerequisite components and input datasets to allow the consumption of Cognitive Services APIs
configure integration with Cognitive Services
configure prerequisite components to allow connectivity to the Bot Framework
implement Azure Search in a solution
Monitor and evaluate the AI environment
identify the differences between KPIs, reported metrics, and root causes of the differences
identify the differences between expected and actual workflow throughput
maintain an AI solution for continuous improvement
monitor AI components for availability
recommend changes to an AI solution based on performance data
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Microsoft has begun constructing a $123 million data center campus in Elk Grove Village close Chicago.
The 37-acre plot in the Elk Grove technology Park might finally grasp three facts core constructions totaling 400,000 sq ft (37,000 sq m), assisting Microsoft's Azure and different cloud features. Microsoft purchased it for $fifty two million in January 2020 and applied to build there in August, according to experiences in Chicago's Journal & issues news web site. The Park is a $1 billion development close Chicago's O'Hare Airport, owned with the aid of Brennan funding community, with real estate large CBRE because the unique selling agent.
Microsoft has begun building the first records core on this web site, in accordance with construction recreation considered by means of Journal & subject matters reporter Tom Robb: "riding down both Oakton highway or Higgins street between Busse and Arlington Heights roads, construction crews may also be seen grading and working on the preliminary base of the primary Microsoft building on the campus, which takes up nearly all of the east aspect of the Elk Grove expertise Park."
Chicago become rated the 2d-most eye-catching facts center vicinity in the world, in a listing organized by means of Cushman & Wakefield this year, and Elk Grove already residences five information center campuses. The eighty five-acre Elk Grove know-how become created in 2017, and ground turned into damaged in 2018, for a website that's supposed to dangle industrial trends in addition to information centers.
The Park has 30MW of power purchasable, with an additional 100MW being added within the coming months. a new sub-station is because of open this, due to work supported through Microsoft, in line with local reviews.
Microsoft is now below power to bring, according to the Journal, which has considered the permits. the first building is valued at $123 million and has already introduced the village $1.5 million in let expenses. once a let has been granted, constructing work have to be begun within 12 months and completed inside a 12 months of the birth of development. That may still be no difficulty for a hyperscale statistics middle, which would constantly be constructed at a breakneck tempo, but officials have informed the Journal that Microsoft may have an extension, may still it hit problems - as lengthy because it's making "giant progress".
three hundred and sixty five days ago, the Elk Grove Villager suggested that Microsoft also bought a three-acre parcel of land which was as soon as home to an Elk Grove fire station, apparently to enable the utility enterprise ComEd to construct a brand new substation within the South-East nook of the park. The CBRE brochure says this substation is as a result of open this yr. The Villager says the Park comprises the former Busse and is bounded by Higgins road, energetic Boulevard, Oakton street, and Stanley street. Brennan also pointed out it was inserting a unique emphasis on
The Park additionally has a knowledge core construction owned through T5, and different industrial purchasers together with display Americas and Brett Anthony meals.
Village manager Ray Rummel instructed the Journal, speaking of the Microsoft building: βThe buildings are designed to architecturally combine into the excessive-end appearance, aesthetics, landscape, and design guidelines of the technology Park, including the screening of any outdoor equipment and one loading dock per building".
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