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Microsoft AI-100 : Designing and Implementing an Azure AI Solution Exam

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Test Number : AI-100
Test Name : Designing and Implementing an Azure AI Solution
Vendor Name : Microsoft
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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 real 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 AI study help

Jumio Works With Microsoft On id Verification | AI-100 Free PDF and Dumps

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Jumio, which gives AI-powered conclusion-to-conclusion services, is working with Microsoft to help roll out its new Azure energetic directory (active advert) verifiable credentials, as a way to aid with faster onboarding, a statement says.

Azure ad is now attainable for public preview, and Microsoft has collaborated with id verification providers to be able to get more suitable verifiability and tips alternate.

With verifiable credentials, organizations are capable of ascertain consumer tips and also protect their privateness via no longer in fact storing the statistics. The credentials look up things like schooling or personal certifications.

with the aid of participating with corporations like Jumio, the liberate says Microsoft became in a position to help organizations determine a wide swathe of attributes. That might consist of issues like id files and digital data, whereas also making certain that people have greater manage over who has access to their assistance.

Sue Bohn, partner Director application management, identity Division at Microsoft Corp., spoke of verifiable credentials will "revolutionize the style they furnish entry to assistance."

β€œbusinesses may be in a position to examine identification tips without delay with options like Jumio identity Verification, while people will be capable of personal and handle their credentials," she said.

β€œwe are delighted to collaborate with Microsoft in defining the way forward for digital id and to be part of Microsoft’s Checked identification solution, enabling modern organisations to add a important layer of have faith with decentralized and reusable digital id,” noted Robert Prigge, Jumio CEO, in accordance with the unencumber.

retaining privacy is a paramount challenge, specifically with the widespread considerations about id theft. closing 12 months, in keeping with the Federal exchange fee, there were 1.4 million people reporting their identities stolen β€” around twice the quantity in 2019.

PYMNTS writes that businesses deserve to rise to this challenge via better onboarding and monitoring procedures, making certain they're not being circumvented by fraudsters who've managed to cobble collectively new identities via on-line crime.

β€”β€”β€”β€”β€”β€”β€”β€”β€”β€”

PYMNTS examine: PRODUCT DROPS: RETAIL’S NEW CONVERSION PLAY – 2021

concerning the examine: The PYMNTS Product Drops analyze investigates how buyers are collaborating in activities equivalent to product drops, flash sales and private earnings. The document draws from a census-balanced survey of 2,298 united states consumers and examines how merchants can use exclusive earnings movements to enhance conversion and create engaging consumer experiences.

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