The Ultimate AI-102 Azure AI Engineer Associate Study Guide

The AI-102 Azure AI Engineer Associate exam is designed for candidates who want to demonstrate their expertise in designing and implementing AI solutions using Microsoft Azure. This guide will provide you with all the specific information you need to know to pass your AI-102 exam. It also covers links to training courses, books, and other content you can use to perfect your study approach. Lastly, we also include links to practice exams and cover typical questions Azure students have as they embark upon their AI journey.  If you are completely unsure where to begin, make sure to check out our post on certification paths.

If you like this guide, be sure to check out our other Azure Study Guides

AI-102 Exam Description

Candidates for this exam should have a solid understanding of AI and machine learning concepts and how to implement them using Azure AI services. The AI-102 exam is an opportunity to prove knowledge of Azure AI services, including Azure Cognitive Services, Azure Machine Learning, and Azure Bot Service. This exam is intended for people who are responsible for designing and implementing AI solutions that leverage Azure AI services.

FAQ

How long does it take to study for the AI-102 exam?

The AI-102 exam requires a good amount of preparation. The exam covers several major areas, including: 

  • Plan and manage an Azure AI solution (15–20%) 

  • Implement content moderation solutions (10–15%) 

  • Implement computer vision solutions (15–20%) 

  • Implement natural language processing solutions (30–35%) 

  • Implement knowledge mining and document intelligence solutions (10–15%) 

  • Implement generative AI solutions (10–15%) 

How do I take the AI-102 test?

Once you have completed your preparation, you will need to schedule your test online. You can take your test at a test center or online. You can find details about the online test centers on the Microsoft certification website.

How hard is the AI-102 exam?

The exam is challenging and requires a solid understanding of AI concepts and Azure AI services. Many students pass on their first attempt, but some may need a second attempt. The key is to stay focused and commit to the process. It is often helpful for students to take the AZ-104 prior to taking the AI-102 exam as core fundamentals of Microsoft Azure are expected.  

If you aren’t ready to go as deep into the AI-102 exam, then checking out our free Azure AI-900 certification course and study guide would be the best place to start! 

What is the pass mark for the AI-102 test?

Microsoft certification exams are scored out of 1000. You need a 700 or higher to pass the AI-102 exam and gain your Azure AI Engineer Associate Badge. 

How many questions are on the test?

Question amounts vary, but general guidelines are to expect between 40-60 questions. The more important thing is to make sure you understand all the material based on the percentages above. 

Is the AI-102 Azure AI Engineer Associate certification worth it?

Absolutely! This certification can help you advance your career in AI and machine learning. It sets you up with the knowledge and skills needed to design and implement AI solutions using Azure AI services. AI is the most in demand growing skills in IT for 2025 and the AI-102 will form a core foundation. 

Does the AI-102 certification expire?

At the time of writing, the AI-102 certification does not have an expiry date. However, Microsoft may update the certification requirements over time, so it's important to stay informed about any changes. 

I hope this helps! Let me know if you need any more information or assistance. 😊 

Are you ready to do this? Are you committed? You won’t regret it! Let’s look at all the study material available.

How do I prepare for the AI-102?

AI-102 Certification Course

Sign up for training at Refactored. A Refactored Membership includes the AI-102 as well as many more training courses.

The AI-102 training course is a self-paced course that will walk you through all the topics. It also goes beyond the basics showing you hands on demos which can further expand your knowledge and advance you onto the next phase of your certification journey.

  1. Ensure you have the core foundation in Microsoft AI Solutions by taking the Refactored AI-900 course. (Available as part of our free membership Tier) 

  2. Take the Refactored AI-102 course (NEW) that is now available (Note: This course is brand new and being rolled out monthly as part of our membership plan). 

AI-102 Reading & Study Material

Now for the major pieces of reading material. Below you will find all the links to relevant Refactored Blog posts and Microsoft documentation to cover the key topics. Consider all the links below essential reading for the exam unless they are marked as optional. Even if they are marked as optional, consider reading them to further clarify the subject matter and help you continue your learning path beyond the fundamentals certification. 

Comprehensive Guide to Preparing for the AI-102: Designing and Implementing a Microsoft Azure AI Solution Certification 

The AI-102 certification exam is tailored for professionals who design, manage, and implement AI solutions leveraging Microsoft Azure's AI services. This guide will provide detailed insights, actionable steps, and references to prepare effectively. 

About the AI-102 Exam 

Certification Name: Microsoft Certified: Azure AI Engineer Associate 
Exam Code: AI-102 

Skills at a glance

  • Plan and manage AI solutions. 

  • Implement computer vision solutions. 

  • Implement natural language processing (NLP) solutions. 

  • Develop conversational AI solutions. 

  • Build and manage knowledge mining solutions. 

Official exam details and registration: AI-102 Certification Overview 

Key Topics and Resources 

1. Plan and Manage Azure AI Solutions (15-20%) 

  • Key Concepts:  

  • Understand responsible AI principles. 

  • Plan AI solutions architecture. 

  • Manage AI resources in Azure. 

  • Resources:  

2. Implement Computer Vision Solutions (20-25%) 

  • Key Concepts: 

  • Use prebuilt computer vision models. 

  • Train and deploy custom vision models. 

  • Analyze images and videos. 

  • Resources: 

3. Implement Natural Language Processing Solutions (20-25%) 

  • Key Concepts: 

  • Text analytics (key phrases, sentiment analysis, named entity recognition). 

  • Train and use Language Understanding (LUIS). 

  • Implement translation services. 

  • Resources: 

4. Develop Conversational AI Solutions (15-20%) 

  • Key Concepts: 

  • Design and implement chatbots using the Microsoft Bot Framework. 

  • Integrate conversational bots with QnA Maker or Azure Cognitive Search. 

  • Resources: 

5. Implement Knowledge Mining Solutions (10-15%) 

  • Key Concepts: 

  • Configure Azure Cognitive Search. 

  • Index and query unstructured data. 

  • Resources: 

Hands-On Practice 

Practical experience is critical for success. Here are some hands-on labs and tutorials: 

  1. Azure Free Tier: Sign up for a free Azure account to access AI services and credits. Azure Free Account 

  2. Tutorials and Labs: 

  3. Practice Projects: 

    • Use Custom Vision AI to classify images in a dataset. 

    • Develop a chatbot integrated with Azure Cognitive Search for FAQ-style responses. 

 

Study Materials 

  1. Refactored AI Blog Posts: 

  2. Refactored Training Courses: 

  3. Refactored Career Guides:  

  4. Microsoft Learn Paths: 

  5. Microsoft Docs: 

 

Additional Study Resources 

  1. Books: 

    • "Exam Ref AI-102: Designing and Implementing an Azure AI Solution" by Microsoft Press (Amazon) 

  2. YouTube Playlists: 

 

Tips for Exam Day 

  1. Time Management: Allocate time for each question and don't linger too long on any single one. 

  2. Read Carefully: Analyze the questions to understand what is being asked. 

  3. Eliminate Wrong Answers: Narrow down your options for multiple-choice questions. 

  4. Mark for Review: If unsure, mark the question and revisit it later. 

Getting Help?

Engage with communities to stay updated and resolve doubts: 

Exam Registration 

Register for the AI-102 certification exam via the Microsoft website: 
Exam Registration Link 

Q&A 

If you have any further questions, drop us a comment below and we will try to get you an answer. 

By leveraging these resources and dedicating time to practical experience, you'll be well-prepared to excel in the AI-102 exam. Good luck! 

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