Microsoft AI-100 : Designing and Implementing an Azure AI Solution ExamExam Dumps Organized by Dingxiang
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Test Number : AI-100
Test Name : Designing and Implementing an Azure AI Solution
Vendor Name : Microsoft
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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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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 hospitalsâ€”any sanatorium, anywhereâ€”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 heâ€™d lately met, changed into tweeting concerning the exact identical factor. â€śWe as infosec professionals have skills and tools their colleagues assisting the medical container may now not,â€ť Warfield wrote. â€śI encourage all of you to do what you could for your communities and areas to aid take care of them.â€ť 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: â€śi would fully participate.â€ť
Warfield, who has thick, tattooed forearms and an enormous purple beard, had traveled to Tel Aviv from his domestic in Seattle in February. There, heâ€™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 â€śhealth.â€ť Six distinct health care community names popped up.
â€śOh no,â€ť 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: â€śscientific,â€ť â€śmedical professional,â€ť â€śclinic.â€ť 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, heâ€™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 â€”his personal doctorâ€™s community turned into running an exposed Netscaler. â€śWhen itâ€™s your own medical professional thatâ€™s at risk, thatâ€™s frightening,â€ť Warfield says. â€śThatâ€™s when it actually hit domestic.â€ť
Warfield spent practically forty five minutes trying to work out how to contact his medical professionalâ€™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 heâ€™d discovered into the 1,900-character limit and hoping he didnâ€™t sound like a scammer. As he expected, he not ever heard lower back.
â€śhere's not an effective strategy to try this,â€ť Warfield realized. â€śIâ€™m by no means going to be able to contact all these individuals.â€ť
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 systemâ€”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 heâ€™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 worldâ€™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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