Azure AI & Machine Learning Courses and Certifications

Building Generative AI Applications for Data Insights on Azure

1 rating at Udacity

Build Azure OpenAI applications that use retrieval-augmented generation to query datasets and extract insights.

• Udacity
• 8 hours
• Self-Paced
• Paid Course

Knowledge Mining With Azure AI Search

1 rating at Udacity

In this course, you'll learn how to build end-to-end solutions with Azure Cognitive Search. You'll learn how to import data into Cognitive Search, enrich data using built-in and custom skills, and consume data from Cognitive Search in your applications.…

• Udacity
• 13 hours
• Self-Paced
• Paid Course

AI-900/AI-901 Azure AI Fundamentals Exam Prep In One Day

16313 ratings at Udemy

Learn the basics of Azure AI and ML services and get certified with this complete AI-900/AI-901 course!

• Udemy
• 3 hours 37 minutes
• Self-Paced
• Paid Course

AI-900: Microsoft Azure AI Fundamentals in a Weekend [2026]

14066 ratings at Udemy

AI-900 in a WEEKEND: PASS Azure Certification - Azure AI Fundamentals

• Udemy
• 5 hours 50 minutes
• Self-Paced
• Paid Course

2024 Microsoft Skills Bootcamp: Azure AI Fundamentals

Join us for an extraordinary learning experience at the Summer School 2024: Microsoft Skills Bootcamp - Where Your Tech Future Begins this December 2024.

• OpenLearning
• Self-Paced
• Paid Course

Developing AI Applications on Azure

978 ratings at Coursera

Build AI solutions on Azure: call computer vision, facial recognition, and sentiment APIs, then train, register, and deploy machine learning models as tested web services.

• Coursera
• 5 weeks, 3 hours a week
• Self-Paced
• Paid Course

Artificial Intelligence on Microsoft Azure

1115 ratings at Coursera

Learn core AI concepts on Azure — machine learning, anomaly detection, computer vision, natural language processing, conversational AI — plus responsible AI principles, in preparation for the AI-900 exam.

• Coursera
• 3 hours 41 minutes
• Self-Paced
• Paid Course

Career Certificate

Microsoft Azure AI Fundamentals AI-900 Exam Prep

1639 ratings at Coursera

Prepare for the AI-900 exam: learn core AI concepts and build machine learning, computer vision, and natural language processing workloads using Microsoft Azure services.

• Coursera
• 4 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 5 courses

Career Certificate

Microsoft Azure: AI, Infrastructure, and Data Solutions

1588 ratings at Coursera

Configure secure Azure environments and virtual networks, process and analyze data, then build, train, and deploy models with Azure Machine Learning and Cognitive Services.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 4 courses

Career Certificate

Large Language Model Operations (LLMOps)

357 ratings at Coursera

Design, deploy, and scale large language models across Azure, AWS, Databricks, and local infrastructure, with generative AI techniques, data engineering, and open source LLMOps solutions.

• Coursera
• 20 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 6 courses

Coursera

Machine Learning Pipelines with Azure ML Studio

835 ratings at Coursera

Build an end-to-end machine learning pipeline in Azure ML Studio without code: train a Two-Class Boosted Decision Tree on census income data, evaluate it, and deploy a prediction web service.

• Coursera
• 1 hour 48 minutes
• Self-Paced
• Paid Course

Career Certificate

Building AI Cloud Apps with Microsoft Azure

806 ratings at Coursera

Build cloud and AI apps on Azure: serverless Functions, Service Bus pub/sub, storage, VMs, App Service deploys, Machine Learning Studio, Computer Vision, NLP, and GitHub Copilot.

• Coursera
• 8 weeks, 10 hours a week
• Self-Paced
• Paid Course
• 10 courses

AI-300: Azure Machine Learning Operations Engineer Exam Prep

154 ratings at Udemy

Prepare for the New Microsoft AI-300 Exam with Instructor led Videos and Hands-on labs

• Udemy
• 14 hours
• Self-Paced
• Paid Course

Operationalizing LLMs on Azure

56 ratings at Coursera

Deploy and operationalize LLMs on Azure: manage GPU quotas in Azure Machine Learning, call Azure OpenAI inference APIs, implement Semantic Kernel, and ship RAG apps with GitHub Actions.

• Coursera
• 4 weeks, 3 hours a week
• Self-Paced
• Paid Course

End to End LLMs with Azure

Build and deploy LLM applications on Azure: serve models with Azure OpenAI Service and inference APIs in Python, implement RAG with Azure Search, and automate deployments via GitHub Actions.

• Coursera
• 9 hours 52 minutes
• Self-Paced
• Paid Course