Microsoft Practice Test AI-102: Designing and Implementing an Azure AI Solution

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The AI-102 practice test trains you in implementing and managing artificial intelligence (AI) solutions in Azure.

Why should I take the AI-102 exam?

The AI-102 certification provides a perfect opportunity for aspiring AI Engineers to accredit their skills, experience, and knowledge of planning, implementing, and managing artificial intelligence (AI) solutions in Azure. These solutions relate to natural language processing (NLP), image and video processing, knowledge mining, and conversational AI. Although it is not an official pre-requisite, studying for and passing the AI-900 AI Fundamentals exam in advance would be a helpful way to approach your preparation for the AI-102, as the skills required for the AI-102 build on this more foundational-level exam.

The AI-102 practice test includes two different modes: certification and practice mode. Certification mode allows you to assess your knowledge and discover your weak areas, with practice mode allowing you to focus on the areas that need development.

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Questions: 123
Release Date: 08/2021 (Last update: 11/2023)
Job Role: AI Engineer
Language: English

The AI-102 practice test contains 123 questions and covers the following objectives: 

Plan and manage an Azure AI solution - 24 questions

Select the appropriate Azure AI service

  • Select the appropriate service for a computer vision solution
  • Select the appropriate service for a natural language processing solution
  • Select the appropriate service for a decision support solution
  • Select the appropriate service for a speech solution
  • Select the appropriate service for a generative AI solution
  • Select the appropriate service for a document intelligence solution
  • Select the appropriate service for a knowledge mining solution

 

Plan, create and deploy an Azure AI service

  • Plan for a solution that meets Responsible AI principles
  • Create an Azure AI resource
  • Determine a default endpoint for a service
  • Integrate Azure AI services into a continuous integration and continuous delivery (CI/CD) pipeline
  • Plan and implement a container deployment

 

Manage, monitor and secure an Azure AI service

  • Configure diagnostic logging
  • Monitor an Azure AI resource
  • Manage costs for Azure AI services
  • Manage account keys
  • Protect account keys by using Azure Key Vault
  • Manage authentication for an Azure AI Service resource
  • Manage private communications

 

Implement decision support solutions - 6 questions

Create decision support solutions for data monitoring and anomaly detection

  • Implement a univariate anomaly detection solution with Azure AI Anomaly Detector
  • Implement a multivariate anomaly detection solution Azure AI Anomaly Detector
  • Implement a data monitoring solution with Azure AI Metrics Advisor

 

Create decision support solutions for content delivery

  • Implement a text moderation solution with Azure AI Content Safety
  • Implement an image moderation solution with Azure AI Content Safety
  • Implement a content personalization solution with Azure AI Personalizer

 

Implement computer vision solutions - 28 questions

Analyze images 

  • Select visual features to meet image processing requirements
  • Detect objects in images and generate image tags
  • Include image analysis features in an image processing request
  • Interpret image processing responses
  • Extract text from images using Azure AI Vision
  • Convert handwritten text using Azure AI Vision

 

Implement custom computer vision models by using Azure AI Vision 

  • Choose between image classification and object detection models
  • Label images
  • Train a custom image model, including image classification and object detection
  • Evaluate custom vision model metrics
  • Publish a custom vision model
  • Consume a custom vision model 

 

Analyze videos

  • Use Azure AI Video Indexer to extract insights from a video or live stream
  • Use Azure AI Vision Spatial Analysis to detect presence and movement of people in video

 

Implement natural language processing solutions - 36 questions

Analyze text by using Azure AI Language

  • Extract key phrases
  • Extract entities
  • Determine sentiment of text
  • Detect the language used in text
  • Detect personally identifiable information (PII) in text

 

Process speech by using Azure AI Speech

  • Implement text-to-speech
  • Implement speech-to-text
  • Improve text-to-speech by using Speech Synthesis Markup Language (SSML)
  • Implement custom speech solutions
  • Implement intent recognition
  • Implement keyword recognition

 

Translate language

  • Translate text and documents by using the Azure AI Translator service
  • Implement custom translation, including training, improving, and publishing a custom model
  • Translate speech-to-speech by using the Azure AI Speech service
  • Translate speech-to-text by using the Azure AI Speech service
  • Translate to multiple languages simultaneously

 

Implement and manage a language understanding model by using Azure AI Language

  • Create intents and add utterances
  • Create entities
  • Train, evaluate, deploy, and test a language understanding model
  • Optimize a language understanding model
  • Consume a language model from a client application
  • Backup and recover language understanding models

 

Create a question answering solution by using Azure AI Language

  • Create a question answering project
  • Add question-and-answer pairs manually
  • Import sources
  • Train and test a knowledge base
  • Publish a knowledge base
  • Create a multi-turn conversation
  • Add alternate phrasing
  • Add chit-chat to a knowledge base
  • Export a knowledge base
  • Create a multi-language question answering solution

 

Implement knowledge mining and document intelligence solutions - 19 questions

Implement an Azure Cognitive Search solution

  • Provision a Cognitive Search resource
  • Create data sources
  • Create an index
  • Define a skillset
  • Implement custom skills and include them in a skillset
  • Create and run an indexer
  • Query an index, including syntax, sorting, filtering, and wildcards
  • Manage Knowledge Store projections, including file, object, and table projections

 

Implement an Azure AI Document Intelligence solution 

  • Provision a Document Intelligence resource
  • Use prebuilt models to extract data from documents
  • Implement a custom document intelligence model
  • Train, test, and publish a custom document intelligence model
  • Create a composed document intelligence model
  • Implement a document intelligence model as a custom Azure Cognitive Search skill

 

Implement generative AI solutions - 10 questions

Use Azure OpenAI Service to generate content

  • Provision an Azure OpenAI Service resource
  • Select and deploy an Azure OpenAI model
  • Submit prompts to generate natural language
  • Submit prompts to generate code
  • Use the DALL-E model to generate images
  • Use Azure OpenAI APIs to submit prompts and receive responses

 

Optimize generative AI

  • Configure parameters to control generative behavior
  • Apply prompt engineering techniques to improve responses
  • Use your own data with an Azure OpenAI model
  • Fine-tune an Azure OpenAI model

 

Notes: 

The bullets that follow each of the skills measured are intended to illustrate how we are assessing that skill. Related topics may be covered in the exam. 

Most questions cover features that are general availability (GA). The exam may contain questions on Preview features if those features are commonly used.

 

 

System Requirements

A practice test simulates the actual exam and will prepare you for what to expect in the real thing. A MeasureUp practice test contains around 150 questions covering the exam objective domains. In a MeasureUp practice test there exist two specific test-taking modes to prepare candidates for their certification:Certification Mode and Practice Mode.

  • The Practice Mode permits users to highly customize their testing environment. They can select how many questions they want to include in the assessment, the maximum test completion time, the option to randomize the question order, and select how and which questions will be shown in the test.
  • The Certification Mode simulates the actual testing environment of the actual certification exam. This mode is timed and does not permit users to request the answers and explanations to questions until after the test.

 

How does it work?

Check out our video to see exactly how MeasureUp’s practice tests work. 

 

 

Why should you trust MeasureUp over free Learning material?

MeasureUp Free learning material
  • A greater number of questions, so more opportunities to learn.
  • A small proportion of questions to introduce the exam.
  • Detailed explanations with online references of correct and incorrect answers.
  • Brief or no explanations of both correct and incorrect answer options.
  • A total of fourteen different question types.
  • Limited types of questions out of all the ones you'll find on the exam.
  • Customize the test based on your needs. Certification & Practice Mode.
  • Just one type of assessment, without customization options and without a time countdown.

 

Will studying with a MeasureUp practice test improve my chances of passing at the first attempt?

Yes. MeasureUp's practice tests have been specifically designed in order to help you both save time and pass on the first go. The test is fully customizable, allowing you to discover and focus on your weak areas. This makes the learning process quicker and smoother. Also, as the style, objectives, question type, and difficulty are exactly as those found on the official exam, you can be confident that when you pass the practice test twice in Certification Mode, you are exam ready.

 

What can I expect to earn if I pass the AI-102 exam?

Once you pass the AI-102, and on obtaining a job as mid-level AI Engineer, you can expect to earn a salary in the United States of approximately $145,000.

Source: Nigel Franks International.

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AI-102 PRACTICE TEST 

Why should you trust AI-102 Practice Test from MeasureUp over free learning material? 

The MeasureUp AI-102 practice test has many advantages over free learning material, including: 

  • More questions equal more opportunities to learn.
  • Detailed explanations with online references of correct and incorrect answers. 
  • A total of fourteen different question types, replicating the look and feel of the real exam. 
  • Customizable based on your needs. Certification & Practice Modes. 
  • Test Pass Guarantee. 
  • Created by experts. 

 

Will the questions be the same as the actual exam?

Despite the fact that the questions will emulate those of the official exam in terms of style, content, and level of difficulty, for copyright reasons they will not be identical. This will allow you to fully understand the content you are studying so that, no matter how the questions are focused, you can be sure you are covering the same material and that you will have no problem in passing the exam. 

 

AI-102 CERTIFICATION EXAM 

What is the AI-102?

The AI-102 certification exam validates your ability to provision and manage artificial intelligence (AI) solutions in Azure. 

 

Is the AI-102 exam hard? 

The AI-102 certification exam is one of Microsoft’s Associate exams, meaning that it is of intermediate difficulty. If you are new to artificial intelligence (AI) in Azure, it is recommended to start with the AI-900.

 

How can I prepare for the AI-102 certification exam? 

  • Review the AI-102 objective domains. 
  • Create your study plan for your preparation. 
  • Enroll for the MeasureUp practice tests. Our practice tests emulate the actual exam in terms of style, format, skill sets, question structure, and level of difficulty, and can be taken in two different formats: practice mode and certification mode. 
  • Practice, practice, practice! When you have reviewed all the questions available in the AI-102 practice test, including checking the correct answers, reviewing the explanations regarding all the different answer options, and consulting the carefully chosen references, it is now time to take the test in Certification Mode. This is the closest experience you’ll get to the actual exam. And when you pass the Certification Mode twice consecutively with a score of 90% or more, you know you are… Exam ready! 

 

How many questions does AI-102 have? 

There will be approximately between 50 and 55 questions for the AI-102 certification exam.

 

Is AI-102 worth it? 

If you are interested in getting certified in artificial intelligence (AI) in Azure and demonstrating to potential or current employers your understanding of this in-demand skillset, the only way you can do it is to follow the Microsoft certification path for this knowledge area.