Microsoft Azure AI Essentials Professional Certificate by Microsoft and LinkedIn

Overview

With this course, tech professionals and business leaders will explore the fundamentals of machine learning and Al and related Microsoft Azure services. By certificate completion, you'll understand the essential building blocks of AI, generative AI, computer vision, natural language processing, responsible AI, and document intelligence, and you’ll explore the services available on Azure.

Tune in, pass the final exam, and earn your certificate.Describe AI and generative AI workloads and considerations.Explain fundamental principles of machine learning on Azure.Explore features of natural language processing workloads.Describe features of computer vision workloads.

Syllabus

• Introduction to AI on Azure
Overview of AI and Machine Learning
Importance and Applications of AI in Business
Introduction to Microsoft Azure AI Services
• Fundamentals of Machine Learning on Azure
Understanding Machine Learning Algorithms
Azure Machine Learning Studio and its Features
Building and Deploying Machine Learning Models on Azure
• Generative AI
Introduction to Generative AI Concepts
Use Cases and Examples
Generative AI Services on Azure
• Natural Language Processing (NLP) on Azure
Basics of Natural Language Processing
Azure Services for NLP
Implementing NLP Workloads on Azure
• Computer Vision Workloads
Understanding Computer Vision Technologies
Azure Computer Vision Services
Practical Applications of Computer Vision on Azure
• Responsible AI
Principles of Responsible AI
Ethical Considerations in AI Development
Tools and Practices for Responsible AI on Azure
• Document Intelligence
Overview of Document Intelligence
Azure Form Recognizer and Cognitive Services
Implementing Document Processing Workloads on Azure
• Final Exam and Certification
Exam Structure and Preparation
Review of Key Concepts
Earning Your Professional Certificate

Taught by

Ziggy Z.

Subjects

Programming