Top 5 Udemy Courses and Practice Tests to Crack the Azure AI Engineer Associate Certification…

Top 5 Udemy Courses and Practice Tests to Crack the Azure AI Engineer Associate Certification (AI-102) in 2025

These are the best resources to prepare for Azure AI Engineer Associate Certification (AI-102) in 2025

Hello guys, If you’re aiming to build a career in Artificial Intelligence and want to specialize in Microsoft’s cloud ecosystem, then the Microsoft Certified: Azure AI Engineer Associate (AI-102) certification is a great certification to acquire in 2025.

Designed for professionals who want to demonstrate expertise in implementing AI solutions using Microsoft Azure, this credential is an industry-recognized pathway into real-world AI engineering roles.

While most of the tech jobs are going away there is increased demand for AI Engineers and getting this certification is great way to distinguish yourself with others.

If you already preparing for this certification and looking for resources like books, courses, tutorials, and practice tests then you have come to the right place

In the past, have shared best AI courses, best ChatGPT courses, best Data Science courses and best Machine Learning courses and in this article, I am going to share best Udemy courses to prepare for AI-102 exam, it include both video courses and practice tests.

Why Get Azure AI Engineer Associate Certified?

AI is one of the most transformative technologies of our time — and Microsoft Azure is at the forefront of democratizing access to powerful AI services.

The AI-102 certification validates your ability to design, build, and deploy AI-powered applications and services using Azure’s Cognitive Services, Azure OpenAI, LLMs, and generative AI tools.

This exam covers critical topics like:

Planning and managing Azure AI solutions
Implementing generative AI solutions
Building agentic AI systems
Applying computer vision, NLP, and information extraction techniques
Using knowledge mining with Azure AI Search

The exam costs $165 USD and is ideal for developers, data scientists, machine learning engineers, and cloud architects aspiring to work on cutting-edge AI systems at scale.

Now, let’s see the best Udemy courses and practice tests you can join to crack this exam in first attempt. I have also shared a free YouTube course for those who are looking for free resources.

Top 5 Udemy Courses and Practice Tests for Azure AI Engineer Associate (AI-102) in 2025

Below are the best-rated, up-to-date, and student-recommended Udemy resources that can help you confidently pass the AI-102 exam — and go beyond it into actual AI engineering roles.

It include both video courses for learning and practice tests to build your speed and accuracy.

1. AI-102 Microsoft Azure AI Solution Complete Exam Prep (37,561 students)

This is a comprehensive exam preparation course that walks you through all exam objectives, including Azure Cognitive Services, generative AI, and computer vision. Highly visual and beginner-friendly, it’s perfect if you’re new to Azure AI.

Here are key things you will learn in this course:

how to implement solutions for the Microsoft Azure AI platform
Prepare for Microsoft AI-102 Microsoft Azure AI Engineer test
Understand the main concepts of Azure AI Services, beyond the ones you normally use

📌 Why Take It: Full syllabus coverage + hands-on labs
🎯 Best for: First-time AI-102 candidates

Here is the link to join this course — AI-102 Microsoft Azure AI Solution Complete Exam Prep

AI-102 Microsoft Azure AI Solution Complete Exam Prep (37,561 students)

2. Azure AI Engineer Associate AI-102: Practice Tests (2025) (2,775 students)

One of the highest-rated practice test courses, this includes 330+ up-to-date questions that simulate the real AI-102 exam format. Each question comes with detailed explanations to boost your confidence.

📌 Why Take It: Targeted practice + real exam experience
🎯 Best for: Final review before the test

Here is the link to join this course — Azure AI Engineer Associate AI-102: Practice Tests (2025)

3. AI-102: Microsoft Azure AI Engineer Associate Exam Guide (4,843 students)

A hands-on and role-based guide to mastering Azure AI tools like AI Vision, Azure AI Foundry, Document Intelligence, and AI Search. This is perfect for those who want more than just exam prep — real job-ready skills.

Here are things you will learn in this course:

How to implement AI solutions on the Microsoft Azure platform
How to pass the AI-102 exam and become an Azure AI Engineer Associate
The basics of Azure AI services like computer vision, NLP, and knowledge mining
How to integrate AI features into various applications securely
How to use REST APIs, SDKs, and programming languages like Python
How to plan, develop, and deploy AI solutions end-to-end
Understanding Azure AI components and data storage options

📌 Why Take It: Emphasizes real-world use cases and demos
🎯 Best for: Project-oriented learners

Here is the link to join this course — AI-102: Microsoft Azure AI Engineer Associate Exam Guide

4. The AI Engineer Course 2025: Complete AI Engineer Bootcamp (45,743 students)

This bestseller teaches you Python, LLMs, NLP, Hugging Face, Transformers, and LangChain — skills that are crucial if you’re building generative and agentic AI systems using Azure OpenAI.

Here are things you will learn in this course:

The course provides the entire toolbox you need to become an AI Engineer
Understand key Artificial Intelligence concepts and build a solid foundation
Start coding in Python and learn how to use it for NLP and AI
Impress interviewers by showing an understanding of the AI field
Apply your skills to real-life business cases
Harness the power of Large Language Models
Leverage LangChain for seamless development of AI-driven applications by chaining interoperable components

📌 Why Take It: Deep dive into modern AI tools beyond Azure
🎯 Best for: Aspiring AI Engineers and full-stack AI developers

Here is the link to join this course — The AI Engineer Course 2025: Complete AI Engineer Bootcamp

5. AI-102 Azure AI Engineer 100% Original Practice Exam (7,622 students)

This course offers four full-length mock exams that are regularly updated for accuracy. The questions reflect real exam conditions and are great for time-based preparation.

📌 Why Take It: Simulated exam format + accurate scoring
🎯 Best for: Those close to exam day

Here is the link to join this course — AI-102 Azure AI Engineer 100% Original Practice Exam

6. Azure AI Engineer Associate Certification (AI-102) — Full Course to PASS the Exam from freeCodeCamp (free resource)

If you are looking for a YouTube course, or a free resource to prepare for Azure AI Engineer Associate Certification (AI-102) then you will love this free resource from freeCodeCamp YouTube channel, one of my favorite place to find great YouTube courses on tech.

This course is developed by Andrew Brown of ExamPro and you can not only use this to prepare for the Azure AI Engineer Associate Certification and pass, but also learn to design and implement an Azure AI solution using Azure AI services, Azure AI Search, and Azure Open AI.

You can watch this course right here or on Youtube

https://medium.com/media/1f46f6a10b0663b8694be1d62045c84b/href

Bonus Picks: Broader AI Engineering Skillset

While not focused exclusively on the AI-102 certification, these two courses can significantly enhance your capabilities as a next-gen AI Engineer.

1. LLM Engineering: Master AI, Large Language Models & Agents (111,423 students)

If you want to master GPT, RAG, LoRA, AI Agents, and deployment pipelines, this course is your go-to. It’s the most hands-on LLM-focused course on Udemy today.

The best thing about this course is that its full of AI projects, the ones which will give you real skills on creating transformer based models, using RAG and building connectivity using OpenAI API.

Here are all the AI projects you will do in this course:

Project 1: Make AI-powered brochure generator that scrapes and navigates company websites intelligently.
Project 2: Build Multi-modal customer support agent for an airline with UI and function-calling.
Project 3: Develop Tool that creates meeting minutes and action items from audio using both open- and closed-source models.
Project 4: Make AI that converts Python code to optimized C++, boosting performance by 60,000x!
Project 5: Build AI knowledge-worker using RAG to become an expert on all company-related matters.
Project 6: Capstone Part A — Predict product prices from short descriptions using Frontier models.
Project 7: Capstone Part B — Execute Fine-tuned open-source model to compete with Frontier in price prediction.
Project 8: Capstone Part C — Build Autonomous multi agent system collaborating with models to spot deals and notify you of special bargains.

You will also learn to compare and contrast the latest techniques for improving the performance of your LLM solution, such as RAG, fine-tuning and agentic workflows.

Here is the link to join this course — LLM Engineering: Master AI, Large Language Models & Agents

2. The Complete Agentic AI Engineering Course (2025) (60,154 students)

Learn how to build 8 real-world AI Agent projects using OpenAI Agent SDK, LangGraph, CrewAI, and AutoGen — an emerging must-have skill for modern AI roles.

This is also a project-based AI course and here are amazing projects you will build as part of this course, apart from certification having real experience by building project is key to get that coveted AI engineer job.

Project 1: Career Digital Twin. Build and deploy your own Agent to represent you to potential future employers.
Project 2: SDR Agent. An instant business application: create Sales Representatives that craft and send professional emails .
Project 3: Deep Research. Make your own version of the essential Agentic use case: a team of Agents that carry out extensive research on any topic you choose.
Project 4: Build a Stock Picker Agent in minutes with CrewAI — automate your search for investment gems!
Project 5: Deploy your own 4-Agent Engineering Team — manage, build, and test software apps with CrewAI and Coder Agents in Docker!
Project 6: Build your own version of OpenAI’s Operator Agent — your Sidekick works with you inside your browser via LangGraph!
Project 7: Agent Creator — an Agent that builds and launches new Agents using AutoGen, unlocking endless AI possibilities!

Here is the link to join this course — The Complete Agentic AI Engineering Course

Conclusion

That’s all about the best Udemy courses and practice test to crack the Azure AI Engineer Associate certification exam with code AI-102 in 2025. Cracking the AI-102 Azure AI Engineer Associate certification can be a game-changing milestone in your AI career.

Whether you’re focused on enterprise AI solutions, natural language processing, or generative agents, these Udemy courses and practice tests offer structured paths to success.

With the right combination of official content, real-world tools, and targeted practice, you’ll not only ace the exam but also build real skills that matter in the industry.

By the way, if you want to join multiple course on Udemy, its may be worth getting a Udemy Personal Plan, which will give instant access of more than 11,000 top quality Udemy courses for just $30 a month.

If you got a lot of time and want to save money, Udemy Personal Plan will be perfect for you.

Start today, invest in yourself, and get certified to lead in the AI-first future.

Other AI and Cloud Computing Resources you may like

Thanks for reading this article so far. If you find these Udemy Courses for learning AI from scratch, including tools and libraries then please share with your friends and colleagues. If you have any questions or feedback, then please drop a note.

P. S. — If you want to learn from books and looking for best AI and LLM Books then I highly recommend you to read AI Engineering by Chip Huyen and The LLM Engineering Handbook by Paul Iusztin and Maxime Labonne, both of them are great books and my personal favorites. They are also highly recommended on Reddit and HN.

10 Artificial Intelligence and LLM Books Every Software Engineer Should Read in 2025

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