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Chapter 1: Plan and manage an Azure AI solution-Select the appropriate Azure AI service-Select the appropriate service for a computer vision solution
Chapter 2: Plan and manage an Azure AI solution-Select the appropriate Azure AI service-Select the appropriate service for a natural language processing solution
Chapter 4: Plan and manage an Azure AI solution-Select the appropriate Azure AI service-Select the appropriate service for a generative AI solution
Chapter 5: Plan and manage an Azure AI solution-Select the appropriate Azure AI service-Select the appropriate service for a document intelligence solution
Chapter 7: Plan and manage an Azure AI solution-Plan, create and deploy an Azure AI service-Plan for a solution that meets Responsible AI principles
Chapter 8: Plan and manage an Azure AI solution-Plan, create and deploy an Azure AI service-Create an Azure AI resource
Chapter 9: Plan and manage an Azure AI solution-Plan, create and deploy an Azure AI service-Determine a default endpoint for a service
Chapter 10: Plan and manage an Azure AI solution-Plan, create and deploy an Azure AI service-Integrate Azure AI services into a continuous integration and continuous delivery (CI/CD) pipeline
Chapter 11: Plan and manage an Azure AI solution-Plan, create and deploy an Azure AI service-Plan and implement a container deployment
Chapter 13: Plan and manage an Azure AI solution-Manage, monitor, and secure an Azure AI service-Monitor an Azure AI resource
Chapter 14: Plan and manage an Azure AI solution-Manage, monitor, and secure an Azure AI service-Manage costs for Azure AI services
Chapter 15: Plan and manage an Azure AI solution-Manage, monitor, and secure an Azure AI service-Manage account keys
Chapter 16: Plan and manage an Azure AI solution-Manage, monitor, and secure an Azure AI service-Protect account keys by using Azure Key Vault
Chapter 17: Plan and manage an Azure AI solution-Manage, monitor, and secure an Azure AI service-Manage authentication for an Azure AI Service resource
Chapter 19: Implement content moderation solutions - Create solutions for content delivery-Implement a text moderation solution with Azure AI Content Safety
Chapter 20: Implement content moderation solutions - Create solutions for content delivery= Implement an image moderation solution with Azure AI Content Safety
Chapter 21: Implement computer vision solutions -Analyze images-Select visual features to meet image processing requirements
Chapter 22: Implement computer vision solutions -Analyze images-Detect objects in images and generate image tags
Chapter 23: Implement computer vision solutions -Analyze images-Include image analysis features in an image processing request
Chapter 24: Implement computer vision solutions -Analyze images-Interpret image processing responses
Chapter 26: Implement computer vision solutions -Analyze images-Convert handwritten text using Azure AI Vision
Chapter 27: Implement computer vision solutions -Implement custom computer vision models by using Azure AI Vision-Choose between image classification and object detection models
Chapter 28: Implement computer vision solutions -Implement custom computer vision models by using Azure AI Vision-Label images
Chapter 29: Implement computer vision solutions -Implement custom computer vision models by using Azure AI Vision-Train a custom image model, including image classification and object detection
Chapter 30: Implement computer vision solutions -Implement custom computer vision models by using Azure AI Vision-Evaluate custom vision model metrics
Chapter 31: Implement computer vision solutions -Implement custom computer vision models by using Azure AI Vision-Publish a custom vision model
Chapter 32: Implement computer vision solutions -Implement custom computer vision models by using Azure AI Vision-Consume a custom vision model
Chapter 34: Implement computer vision solutions -Analyze videos-Use Azure AI Vision Spatial Analysis to detect presence and movement of people in video
Chapter 36: Implement natural language processing solutions-Analyze text by using Azure AI Language-Extract entities
Chapter 37: Implement natural language processing solutions-Analyze text by using Azure AI Language-Determine sentiment of text
Chapter 38: Implement natural language processing solutions-Analyze text by using Azure AI Language-Detect the language used in text
Chapter 40: Implement natural language processing solutions-Process speech by using Azure AI Speech-Implement text-to-speech
Chapter 41: Implement natural language processing solutions-Process speech by using Azure AI Speech-Implement speech-to-text
Chapter 42: Implement natural language processing solutions-Process speech by using Azure AI Speech-Improve text-to-speech by using Speech Synthesis Markup Language (SSML)
Chapter 43: Implement natural language processing solutions-Process speech by using Azure AI Speech-Implement custom speech solutions
Chapter 44: Implement natural language processing solutions-Process speech by using Azure AI Speech-Implement intent recognition
Chapter 45: Implement natural language processing solutions-Process speech by using Azure AI Speech-Implement keyword recognition
Chapter 46: Implement natural language processing solutions-Translate language-Translate text and documents by using the Azure AI Translator service
Chapter 47: Implement natural language processing solutions-Translate language-Implement custom translation, including training, improving, and publishing a custom model
Chapter 49: Implement natural language processing solutions-Translate language-Translate speech-to-text by using the Azure AI Speech service
Chapter 52: Implement natural language processing solutions-Implement and manage a language understanding model by using Azure AI Language-Create entities
Chapter 53: Implement natural language processing solutions-Implement and manage a language understanding model by using Azure AI Language-Train, evaluate, deploy, and test a language understanding model
Chapter 54: Implement natural language processing solutions-Implement and manage a language understanding model by using Azure AI Language-Optimize a language understanding model
Chapter 55: Implement natural language processing solutions-Implement and manage a language understanding model by using Azure AI Language-Consume a language model from a client application
Chapter 56: Implement natural language processing solutions-Implement and manage a language understanding model by using Azure AI Language-Backup and recover language understanding models
Chapter 57: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Create a custom question answering project
Chapter 58: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Add question-and-answer pairs manually
Chapter 59: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Import sources
Chapter 60: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Train and test a knowledge base
Chapter 61: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Publish a knowledge base
Chapter 62: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Create a multi-turn conversation
Chapter 64: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Add chit-chat to a knowledge base
Chapter 65: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Export a knowledge base
Chapter 66: Implement natural language processing solutions-Create a custom question answering solution by using Azure AI Language-Create a multi-language question answering solution
Chapter 67: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Search solution-Provision an Azure AI Search resource
Chapter 68: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Search solution-Create data sources
Chapter 70: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Search solution-Define a skillset
Chapter 71: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Search solution-Implement custom skills and include them in a skillset
Chapter 72: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Search solution-Create and run an indexer
Chapter 73: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Search solution-Query an index, including syntax, sorting, filtering, and wildcards
Chapter 74: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Search solution-Manage Knowledge Store projections, including file, object, and table projections
Chapter 75: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Document Intelligence solution-Provision a Document Intelligence resource
Chapter 76: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Document Intelligence solution-Use prebuilt models to extract data from documents
Chapter 78: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Document Intelligence solution-Train, test, and publish a custom document intelligence model
Chapter 79: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Document Intelligence solution-Create a composed document intelligence model
Chapter 80: Implement knowledge mining and document intelligence solutions-Implement an Azure AI Document Intelligence solution-Implement a document intelligence model as a custom Azure AI Search skill
Chapter 81: Implement generative AI solutions-Use Azure OpenAI Service to generate content-Provision an Azure OpenAI Service resource
Chapter 82: Implement generative AI solutions-Use Azure OpenAI Service to generate content-Select and deploy an Azure OpenAI model
Chapter 84: Implement generative AI solutions-Use Azure OpenAI Service to generate content-Submit prompts to generate code
Chapter 85: Implement generative AI solutions-Use Azure OpenAI Service to generate content-Use the DALL-E model to generate images
Chapter 86: Implement generative AI solutions-Use Azure OpenAI Service to generate content-Use Azure OpenAI APIs to submit prompts and receive responses
Chapter 88: Implement generative AI solutions-Optimize generative AI-Configure parameters to control generative behavior
Chapter 89: Implement generative AI solutions-Optimize generative AI-Apply prompt engineering techniques to improve responses
Chapter 91: Implement generative AI solutions-Optimize generative AI-Fine-tune an Azure OpenAI model

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