Microsoft AZ-204 : Developing Solutions for Microsoft Azure Exam Dumps

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Exam Number : AZ-204
Exam Name : Developing Solutions for Microsoft Azure
Vendor Name : Microsoft
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AZ-204 Exam Format | AZ-204 Course Contents | AZ-204 Course Outline | AZ-204 Exam Syllabus | AZ-204 Exam Objectives

EXAM CODE: AZ-204

EXAM NAME: Developing Solutions for Microsoft Azure

PASSING SCORE: 700/1000 (70%)

EXAM CONTENTS:

Develop Azure compute solutions (25-30%)

Develop for Azure storage (15-20%)

Implement Azure security (20-25%)

Monitor, troubleshoot, and optimize Azure solutions (15-20%)

Connect to and consume Azure services and third-party services (15-20%)

Develop Azure compute solutions

-------------------------------

Implement IaaS solutions

• Provision virtual machines (VMs)

• Configure, validate, and deploy ARM templates

• Configure container images for solutions

• Publish an image to Azure Container Registry

• Run containers by using Azure Container Instance

Create Azure App Service Web Apps

• Create an Azure App Service Web App

• Enable diagnostics logging

• Deploy code to a web app

• Configure web app settings including SSL, API settings, and connection strings

• Implement autoscaling rules including scheduled autoscaling and autoscaling by operational or system metrics

Implement Azure Functions

• Create and deploy Azure Functions apps

• Implement input and output bindings for a function

• Implement function triggers by using data operations, timers, and webhooks

• Implement Azure Durable Functions

Develop for Azure storage

-------------------------

Develop solutions that use Azure Cosmos DB storage

• Select the appropriate API and SDK for a solution

• Implement partitioning schemes and partition keys

• Perform operations on data and Cosmos DB containers

• Set the appropriate consistency level for operations

• Manage change feed notifications

Develop solutions that use blob storage

• Move items in Blob storage between storage accounts or containers

• Set and retrieve properties and metadata

• Perform operations on data by using the appropriate SDK

• Implement storage policies, data archiving, and retention

Implement Azure security

------------------------

Implement user authentication and authorization

• Authenticate and authorize users by using the Microsoft Identity platform

• Authenticate and authorize users and apps by using Azure Active Directory

• Create and implement shared access signatures

• Implement solutions that interact with Microsoft Graph

Implement secure cloud solutions

• Secure app configuration data by using App Configuration or Azure Key Vault

• Develop code that uses keys, secrets, and certificates stored in Azure Key Vault

• Implement Managed Identities for Azure resources

Monitor, troubleshoot, and optimize Azure solutions

---------------------------------------------------

Implement caching for solutions

• Configure cache and expiration policies for Azure Cache for Redis

• Implement secure and optimized application cache patterns including data sizing, connections, encryption, and expiration

Troubleshoot solutions by using metrics and log data

• Configure an app or service to use Application Insights

• Review and analyze metrics and log data

• Implement Application Insights web tests and alerts

Connect to and consume Azure services and third-party services

--------------------------------------------------------------

Implement API Management

• Create an APIM instance

• Create and document APIs

• Configure authentication for APIs

• Define policies for APIs

Develop event-based solutions

• Implement solutions that use Azure Event Grid

• Implement solutions that use Azure Event Hub

Develop message-based solutions

• Implement solutions that use Azure Service Bus

• Implement solutions that use Azure Queue Storage queues

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New York Times Takes on OpenAI, Microsoft

“The Times’ complaint highlights the phenomenon of AI ‘hallucinations,’ which remain a major risk when it comes to LLMs.

On December 27, the New York Times Company became the latest complainant to accuse OpenAI’s Large Language Model, ChatGPT, as well as Microsoft’s GPT-4-powered Bing Chat, of widespread copyright infringement. The Times alleges that Microsoft and OpenAI reproduce Times content verbatim and also often attribute false information to the Times.

OpenAI has been sued by numerous creators and authors for training its chatbots on content found online, including non-public or copyright-protected content. For example, the Times included examples in its complaint in which prompts to ChatGPT asking it to reproduce paywalled content resulted in verbatim excerpts from the article in question.

The Times’ complaint also highlights the phenomenon of AI “hallucinations,” which remain a major risk when it comes to LLMs. In one example provided by the Times, Bing Chat “completely fabricated” a paragraph from a Times article by “including specific quotes attributed to Steve Forbes’s daughter Moira Forbes, that appear nowhere in The Times article in question or anywhere else on the internet.” In another example of hallucinations, Bing Chat generated a list of heart-healthy foods based on a specific New York Times article, but the article in question did not even mention 12 of the 15 foods on the list. The complaint included several other examples of hallucinations that resulted in fake article headlines about COVID-19 with non-working links and a fabricated headline about the link between orange juice and non-Hodgkins lymphoma that was attributed to the Times. “Users who ask a search engine what The Times has written on a subject should be provided with neither an unauthorized copy nor an inaccurate forgery of a Times article, but a link to the article itself,” said the complaint.

Some reports have deemed the Times’ suit more likely to succeed than others out there based on the market harm the company is likely able to prove under the fourth fair use factor. The complaint details instances in which locked down content is reproduced in its entirety for free, potentially diminishing the publication’s subscriber base. Ironically, noted Bloomberg columnist Noah Feldman in a recent op-ed, taking the Times’ business away from it could ultimately backfire on companies like OpenAI and Microsoft:

“If you can get information more cheaply from an LLM than from the New York Times, you might drop your subscription. But if everyone did that, there would be no New York Times at all. Put another way, OpenAI and Microsoft need the New York Times and other news organizations to exist if they are to provide reliable news as part of their service. Rationally and economically, therefore, they ought to be obligated to pay for the information they are using.”

The Times is ultimately seeking to hold the companies “responsible for the billions of dollars in statutory and actual damages that they owe for the unlawful copying and use of The Times’s uniquely valuable works.”

In emailed statements to the press, OpenAI said it respects the rights of content owners and has been in talks with the Times, so was “surprised and disappointed” by the lawsuit.

In November, OpenAI announced that it will offer to pay for the costs customers incur from copyright lawsuits via its program, Copyright Shield.

Image Source: Deposit PhotosAuthor: boggy22Image ID: 49480745

New York Times lawsuit says OpenAI and Microsoft’s ChatGPT violates copyright law

The New York Times has sued OpenAI and Microsoft over the companies’ use of Times articles to develop their artificial intelligence models.

The suit, filed Wednesday in Manhattan Federal Court, argues that OpenAI violated copyright law when it used Times stories to train GPT-4, the model behind ChatGPT.

“Settled copyright law protects our journalism and content,” the lawsuit reads. “If Microsoft and OpenAI want to use our work for commercial purposes, the law requires that they first obtain our permission. They have not done so.”

Microsoft did not develop ChatGPT but invested heavily in OpenAI and has incorporated the model into its Bing search engine.

ChatGPT is based on a massive amount of information trawled from the internet. A significant portion of that information comes from news articles, including those published by the Times.

The New York Times

OpenAI and other companies with similar models have argued the information was legally obtained. They cited a portion of copyright law known as “fair use,” which allows companies to rely on the work of others, so long as it is substantially changed.

But in the lawsuit, the Times cited several examples of ChatGPT repeating its newspaper articles word for word.

“OpenAI had no role in the creation of this content, yet with minimal prompting, will recite large portions of it verbatim,” the lawsuit reads.

The Times joins a growing list of publishing and creative professionals who have sued artificial intelligence companies for using their work to build “large language models.” Investors have showered billions on companies with completed LLMs.

“These tools were built with and continue to use independent journalism and content that is only available because we and our peers reported, edited and fact-checked it at high cost and with considerable expertise,” the Times lawsuit reads.

In September, several famous authors including Jonathan Franzen and John Grisham filed a similar lawsuit against OpenAI. Additionally, Getty Images sued a different company, Stability AI, claiming it used the agency’s photos to train its AI art tool.

OpenAI and Microsoft have signed content agreements with a few news outlets, including the Associated Press, granting them access to archives. However, they struck no such deals with the Times or many other publishers.

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