Azure AI & Machine Learning Courses and Certifications

Packt Career Certificate

Azure ML Bootcamp: Machine Learning on the Cloud

Master Azure Machine Learning from foundations to advanced MLOps deployment, building and operationalizing models with hands-on cloud experience and real-world applications.

• Coursera
• 4 weeks, 10 hours/week
• Self-Paced
• Paid Course
• 3 courses

Whizlabs

Azure ML: Designing and Preparing Machine Learning Solutions

Master Azure ML fundamentals, data workflows, and MLOps architectures to design scalable machine learning solutions with hands-on Azure Data Factory and Synapse Analytics expertise.

• Coursera
• 9 hours 30 minutes
• Self-Paced
• Paid Course

Whizlabs

Azure ML: Deploying, Managing, and Experimenting with Models

Master Azure ML model deployment, management, and experimentation with MLOps best practices, AutoML, and Responsible AI implementation for scalable machine learning workflows.

• Coursera
• 7 hours 44 minutes
• Self-Paced
• Paid Course

Whizlabs

Azure AI & ML: Optimize Language Models for AI Applications

Master Azure AI & ML model deployment, optimization, and MLOps workflows. Build production-ready solutions using Azure AI Foundry, AutoML, and advanced monitoring techniques.

• Coursera
• 8 hours 19 minutes
• Self-Paced
• Paid Course

Packt

Advanced Deployment, MLOps, and Generative AI in Azure

Master advanced Azure ML deployment strategies, MLOps automation, and generative AI fine-tuning with hands-on experience in distributed training, serverless solutions, and model optimization.

• Coursera
• 9 hours 13 minutes
• Self-Paced
• Paid Course

Coursera

GenAI for Azure: AI-Powered Cloud Optimization Strategies

Explore how Generative AI revolutionizes Azure cloud management through automation, resource optimization, and cost reduction using Azure OpenAI and Microsoft Copilot with hands-on exercises and real-world applications.

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

Whizlabs

Azure ML: Explore & Configure the Machine Learning Workspace

Explore Azure ML workspace configuration, compute management, and data handling to build scalable machine learning solutions and prepare for DP-100 certification.

• Coursera
• 7 hours 1 minute
• Self-Paced
• Paid Course

Pragmatic AI Labs

GitHub: Evaluating and Integrating AI Models

Explore GitHub Models to evaluate, select, and integrate AI models, build FastAPI endpoints, manage rate limits, and deploy production-ready AI applications using GitHub Codespaces and Azure AI.

• Coursera
• 5 hours 7 minutes
• Self-Paced
• Paid Course

Coursera

Monitor, Scale and Backup Your AI App

Master proactive monitoring, intelligent scaling, and robust backup strategies to ensure your AI applications achieve maximum uptime and peak performance under pressure.

• Coursera
• 2 hours 53 minutes
• Self-Paced
• Paid Course

Packt

Azure OpenAI Essentials

Master Azure OpenAI to build scalable AI solutions, deploy generative models, and create enterprise-grade applications with hands-on projects in analytics, code generation, and multimodal frameworks.

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

Generative AI solutions with Azure OpenAI

989 ratings at Udemy

APL-3006. Using Python or C# to connect to Azure OpenAI. Use ChatGPT to create chats/code, and DALL-E to create images.

• Udemy
• 3 hours 19 minutes
• Self-Paced
• Paid Course

AI-900 Azure AI Fundamentals | Azure Certification

969 ratings at Udemy

AI 900 | Azure AI 900 | Azure AI Fundamentals | Azure

• Udemy
• 1 hour 56 minutes
• Self-Paced
• Paid Course

AI-100: Designing and Implementing an Azure AI Solutions

917 ratings at Udemy

Explore Azure AI services for designing, implementing, and optimizing solutions. Learn to integrate cognitive APIs, develop AI workflows, and ensure data governance and security.

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

Generative AI for .NET Developers with Azure AI Services

825 ratings at Udemy

Learn to develop smart .NET applications backed by powerful generative AI components

• Udemy
• 6 hours 42 minutes
• Self-Paced
• Paid Course

Azure AI-050: Generative AI Solutions with Azure OpenAI

636 ratings at Udemy

Quickly Learn the Azure OpenAI Service | AI-050 = Azure + Artificial Intelligence + Generative AI

• Udemy
• 1 hour 14 minutes
• Self-Paced
• Paid Course