Microsoft Azure AI Fundamentals Certification Course (A1-900)

Microsoft Azure AI Fundamentals Certification Course (A1-900) Outline:

Module 1: Introduction to Azure AI Fundamentals

• Overview of Azure AI and its applications
• Understanding the role of AI in modern technology
• Introduction to Azure AI services and tools
• Overview of the AI-900 exam structure and objectives

Module 2: Machine Learning and Data Science Basics

• Fundamentals of machine learning and data science
• Understanding supervised and unsupervised learning
• Introduction to feature engineering and model evaluation
• Exploring Azure Machine Learning service

Module 3: Azure Cognitive Services

• Introduction to Azure Cognitive Services
• Understanding vision, speech, and language services
• Implementing computer vision solutions with Azure
• Utilizing speech recognition and natural language processing capabilities

Module 4: Azure Bot Service

• Introduction to Azure Bot Service
• Designing and implementing conversational bots
• Utilizing Azure Bot Service for chatbot development
• Deploying and managing bots on various channels

Module 5: Azure AI Services for Decision Support

• Introduction to Azure AI services for decision support
• Implementing recommendation systems using Azure tools
• Understanding anomaly detection and time series forecasting
• Leveraging Azure services for personalized user experiences

Module 6: Responsible AI Practices and Ethical Considerations

• Principles of responsible AI and ethical considerations
• Exploring fairness, transparency, and accountability in AI
• Implementing fairness and mitigating bias in AI systems
• Understanding privacy and data protection in AI application