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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 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 PDF Download

The Cyber-Avengers maintaining Hospitals From Ransomware | AI-100 Free PDF and test dumps

The Czech incident made it clear to Zaidenberg that his fears have been justified. Israel turned into within the manner of locking down, and he knew he would soon have lots of time on his arms. He additionally knew his cybersecurity capabilities could support avoid assaults like the one within the Czech Republic. in any case, he turned into already monitoring virus-connected threats for work. What if there were a method to scale that up globally, a method to alert hospitals—any sanatorium, anywhere—that they should be would becould very well be inclined, before an assault came about?

That same day Zaidenberg observed that Nate Warfield, a Microsoft security manager he’d lately met, changed into tweeting concerning the exact identical factor. “We as infosec professionals have skills and tools their colleagues assisting the medical container may now not,” Warfield wrote. “I encourage all of you to do what you could for your communities and areas to aid take care of them.” Zaidenberg messaged him appropriate away. He floated the idea of recruiting a group of cyber hazard researchers to work, seasoned bono, assessing threats regarding the virus.

Warfield wrote returned below a minute later: “i would fully participate.”

Warfield, who has thick, tattooed forearms and an enormous purple beard, had traveled to Tel Aviv from his domestic in Seattle in February. There, he’d given a talk a couple of lately found vulnerability in a piece of hardware called a Netscaler, which helps distribute internet site visitors across dissimilar servers. The vulnerability left tens of lots of agencies uncovered to faraway attackers. After seeing the news from the Czech Republic, he wondered whether any unpatched Netscalers have been operating on medical institution networks. He opened Shodan, a search engine for web-related devices, and ran a query for Netscalers, paired with the keyword “health.” Six distinct health care community names popped up.

“Oh no,” he notion.

That nighttime, he did a greater concentrated search, hunting for extra unpatched Netscalers, working through each fitness-care-connected key phrase he may consider of: “scientific,” “medical professional,” “clinic.” He also hunted for other vulnerabilities, including one found out simply days earlier than that might trip from machine to machine, letting attackers set their personal code unfastened on computers working home windows 10. by means of tomorrow, he’d discovered seventy six unpatched Netscalers and more than 100 other vulnerabilities in health care amenities all across the U.S.. He recognized the names of probably the most largest hospitals within the nation. One in selected perceived to start off the reveal —his personal doctor’s community turned into running an exposed Netscaler. “When it’s your own medical professional that’s at risk, that’s frightening,” Warfield says. “That’s when it actually hit domestic.”

Warfield spent practically forty five minutes trying to work out how to contact his medical professional’s community IT security team. eventually, he found his solution to the LinkedIn page of someone who perceived to work there and despatched a message, cramming who he become and the issue he’d discovered into the 1,900-character limit and hoping he didn’t sound like a scammer. As he expected, he not ever heard lower back.

“here's not an effective strategy to try this,” Warfield realized. “I’m by no means going to be able to contact all these individuals.”

simply before Zaidenberg messaged him, Warfield sent his checklist of vulnerabilities to Chris Mills, a colleague of his at Microsoft. He hoped Mills would have a stronger concept of a way to get in contact with the hospitals. because it happened, Mills knew individuals on the Healthcare information Sharing and analysis center, or ISAC. An ISAC is an independent nonprofit that monitors and shares threats selected to certain sectors of the economic system—the influence of a push two a long time ago with the aid of the federal govt for main industries to improved be aware the hazards they face. nowadays there are ISACs for every little thing from the enjoyment world to the retail sector to the maritime business.

Mills figured the ISAC would understand how to contact the correct americans at the correct hospitals. As he passed the checklist along, Zaidenberg installation a Slack community for what he’d determined to identify the Cyber risk Intelligence League. a number of days later, Warfield despatched a message to a gaggle of relied on protection researchers he belonged to known as the Roadhouse Miscreant Punchers to peer if anyone else desired to be part of their effort. Mills and Zaidenberg had been also spreading the word, and that they quickly brought on Marc Rogers, a British expat who oversees cybersecurity on the cloud-primarily based identification administration enterprise Okta. Rogers had run security operations at Defcon, one of the crucial world’s largest hacker conventions, for the past decade and looked as if it would recognize almost every person in the cybersecurity world.

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