Azure AI & Machine Learning Courses and Certifications

Career Certificate

AI Engineer using Microsoft Azure

5 ratings at Udacity

Build, deploy, and manage Azure AI solutions spanning computer vision, conversational AI, and knowledge mining.

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

Career Certificate

Microsoft Azure AI in Healthcare

Build healthcare AI on Azure: apply Text Analytics for Health, Speech Services, Computer Vision, and Azure Machine Learning to clinical documentation, medical imaging, patient risk prediction, and compliant data management.

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

Owning the AI Lifecycle in Azure

Coordinate enterprise AI delivery on Azure by evaluating architecture and service choices, interpreting AutoML results and performance metrics, and governing data pipelines, Copilot, and agent deployments.

• Coursera
• 12 weeks, 1 hour a week
• Self-Paced
• Paid Course

Whizlabs

Generative AI for Azure Cloud Engineers

Build generative AI solutions on Azure: use Azure OpenAI for text, code and image generation, apply prompt engineering, create Copilot Studio agents, and implement RAG.

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

Coursera

GenAI for Azure: AI-Powered Cloud Optimization Strategies

Apply generative AI to cloud management: use Azure OpenAI and Microsoft Copilot to automate workflows, analyze logs for anomalies, and cut cloud resource costs.

• Coursera
• 3 hours 22 minutes
• Self-Paced
• Paid Course

Packt

Azure AI Fundamentals - Complete AI-901 Certification Guide

Learn to build Azure AI solutions using machine learning, generative AI agents, natural language processing, and speech and vision services for AI-901 certification.

• Coursera
• 8 weeks, 1 hour a week
• Self-Paced
• Paid Course

Career Certificate

Microsoft Azure AI Solutions Architect AZ-305

Design, evaluate, secure, and govern enterprise AI solutions using Microsoft Foundry, Azure OpenAI Service, RAG pipelines, and agentic workflows.

• Coursera
• Self-Paced
• Paid Course
• 2 courses

Azure AI Foundations & Solution Planning

Build defensible Azure AI architecture recommendations by applying decision frameworks, governance, compliance, deployment constraints, and cost modeling to enterprise requirements.

• Coursera
• 7 weeks, 1 hour a week
• Self-Paced
• Paid Course

Microsoft Azure for AI and Machine Learning

27 ratings at Coursera

Build end-to-end ML workflows on Azure: set up Machine Learning workspaces and storage, run data ingestion and training pipelines, deploy and monitor models, and troubleshoot failures.

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

Azure AI Services: Introduction

You'll learn the fundamentals of Microsoft's Azure AI Services. This includes understanding the range of AI capabilities offered, such as computer vision, language processing, and machine learning, an

• edX
• 2 weeks, 2-3 hours a week
• Self-Paced
• Free Online Course (Audit)

Real Life Applications of AI Engineer Skills

Introductory course on real-life applications of AI Engineer skills, covering service selection, operational health, and ethical deployment using Microsoft Azure.

• edX
• 1 week, 5-10 hours a week
• Self-Paced
• Free Online Course (Audit)

Career Certificate

AI Engineer

Gain hands-on skills to design, build, and deploy AI solutions using Microsoft Azure. This program prepares aspiring AI engineers and developers to work with cloud-based AI tools and services across v

• edX
• 6 weeks, 2-3 hours a week
• Self-Paced
• $171.00
• 3 courses

Manage Authentication, Authorization, and RBAC for AI workloads on Azure

Secure Azure OpenAI and Azure Machine Learning workloads with Microsoft Entra ID, managed identities, least-privilege RBAC, and local authentication controls.

• Microsoft Learn
• 52 minutes
• Self-Paced
• Free Online Course

Prepare for AI engineering

Get oriented for building AI solutions on Azure: define AI terms, weigh responsible AI considerations, and survey Azure Machine Learning, Cognitive Services, Bot Service, and Cognitive Search.

• Microsoft Learn
• 31 minutes
• Self-Paced
• Free Online Course