Microsoft Azure for AI and Machine Learning

Overview

This comprehensive course immerses you in Microsoft Azure's AI and Machine Learning services, offering valuable hands-on experience. Develop the skills to set up, manage, and troubleshoot Azure-based AI & ML workflows.

The curriculum addresses the entire ML lifecycle in Azure, spanning from data preparation to model deployment and monitoring.

Course Outcomes:

• Configure and manage Azure resources for AI & ML projects.
• Implement complete ML pipelines through Azure services.
• Deploy and supervise ML models within Azure production settings.
• Identify and resolve common Azure AI & ML workflow issues.

To excel in this course, prior knowledge in Python programming is essential. Experience with AI & ML infrastructure, understanding of core algorithms and techniques, and design and implementation of advanced troubleshooting agents are required.

A background in statistics is also suggested.

Subjects