AI-900T00: Microsoft Azure AI Fundamentals Course Overview Following courses are similar to AI-900T00: Microsoft Azure AI Fundamentals
The AI-900T00: Microsoft Azure AI Fundamentals course provides a comprehensive introduction to artificial intelligence concepts and Microsoft Azure's AI services. This foundational training is essential for IT professionals, data scientists, and anyone seeking to understand AI's potential in business, enhancing their skills for a data-driven future.
Course outline & what you'll learn
- Definition and history of AI
- Types of AI: Narrow vs. General AI
- AI principles and concepts
Overview of Azure AI services
- Introduction to Azure Machine Learning
- Azure Cognitive Services: Vision, Speech, Language, and Decision
- Understanding machine learning concepts
- Types of machine learning: supervised, unsupervised, reinforcement
- Data preparation and feature engineering
- Fundamentals of NLP
- Text analytics and sentiment analysis
- Language understanding with LUIS
- Introduction to computer vision
- Image analysis and recognition
- Optical character recognition (OCR)
Overview of chatbots and conversational agents
- Building chatbots with Azure Bot Service
- Integrating bot frameworks
- Importance of ethics in AI
- Fairness, accountability, and transparency in AI
- Microsoft's approach to responsible AI
Overview of the AI development lifecycle
- Tools and frameworks for AI development
- Deploying AI solutions on Azure
- Industry use cases of AI on Azure
- Best practices for implementing AI solutions
- Future trends in AI technology
- Review of key concepts
- Tips for the AI-900 certification exam
- Next steps for further learning in AI and Azure
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