Chapter 1: Introduction to AI Concepts

• Explore core AI topics including generative AI, computer vision, speech, natural language processing, and responsible AI.

Chapter 2: Introduction to Machine Learning Concepts

• Understand machine learning types, regression, classification, clustering, deep learning, and transformers.

Chapter 3: Get Started with Machine Learning in Azure

• Learn to define problems, prepare data, train models, and use Azure Machine Learning Studio.

Chapter 4: Introduction to Generative AI Concepts

• Discover how language models and transformers generate original content and apply responsible practices.

Chapter 5: Get Started with Generative AI in Azure

• Use Azure AI Foundry’s tools, model catalog, and playgrounds to build generative AI apps.

Chapter 6: Introduction to Natural Language Processing Concepts

• Learn the fundamentals of NLP, from statistical techniques to semantic models.

Chapter 7: Get Started with Natural Language Processing in Azure

• Apply Azure AI Language services for sentiment analysis, conversational AI, and translation.

Chapter 8: Get Started with Speech in Azure

• Recognize and synthesize speech with Azure AI Speech services.

Chapter 9: Introduction to Computer Vision Concepts

• Explore image processing, modern vision models, and machine learning for vision.

Chapter 10: Get Started with Computer Vision in Azure

• Use Azure AI Vision services to analyze images and detect faces.

Chapter 11: Introduction to AI-Powered Information Extraction Concepts

• Understand how to extract data from images, forms, and multimodal sources.

Chapter 12: Get Started with AI-Powered Information Extraction in Azure

• Use Azure AI services to extract insights, build knowledge mining solutions, and analyze documents.