{"product_id":"build-ai-apps-with-azure-database-for-postgresql-ai-3019","title":"Build AI Apps with Azure Database for PostgreSQL (AI-3019)","description":"\u003cdiv\u003e\u003cp\u003eDiscover how to integrate Azure AI and Azure Machine Learning Services with Azure Database for PostgreSQL - Flexible Server to create cutting-edge AI-powered applications. This course covers practical techniques for leveraging Azure AI extensions to build apps with generative AI capabilities, semantic search, summarization, sentiment analysis, translation, and more.\u003c\/p\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch3\u003eBuild AI Apps with Azure Database for PostgreSQL (AI-3019) Benefits\u003c\/h3\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003eIn this course, you will:\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eBuild innovative, AI-driven applications.\u003c\/li\u003e\n\u003cli\u003eLeverage Azure's advanced AI and ML tools.\u003c\/li\u003e\n\u003cli\u003eGain practical experience through hands-on exercises.\u003c\/li\u003e\n\u003cli\u003eAchieve intermediate-level proficiency in AI with PostgreSQL.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cp\u003e\u003cstrong\u003ePrerequisites\u003c\/strong\u003e\u003c\/p\u003e\n\u003cul\u003e\n\u003cli\u003eExperience with PostgreSQL databases.\u003c\/li\u003e\n\u003cli\u003eProficiency in writing SQL queries.\u003c\/li\u003e\n\u003cli\u003eBasic understanding of AI and Machine Learning concepts.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/div\u003e\u003cdiv\u003e\u003ch3\u003eBuild AI Apps with Azure Database for PostgreSQL Training Outline\u003c\/h3\u003e\u003c\/div\u003e\u003cdiv\u003e\n\u003ch4\u003eLearning Objectives\u003c\/h4\u003e\n\u003cp\u003e\u003cb\u003eGet Started with Generative AI in Azure Database for PostgreSQL\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eUnderstand generative AI language models.\u003c\/li\u003e\n\u003cli\u003eExplore schemas and AI extensions for integration.\u003c\/li\u003e\n\u003cli\u003eHands-on: Use Azure AI extensions for practical generative AI applications.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eEnable Semantic Search in Azure Database for PostgreSQL\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eLearn about vector embeddings and vector similarity.\u003c\/li\u003e\n\u003cli\u003eBuild semantic search functionalities using AI and PostgreSQL.\u003c\/li\u003e\n\u003cli\u003eHands-on: Create search and recommendation systems.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eSummarize Data with Azure AI Services\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eExplore extractive and abstractive summarization.\u003c\/li\u003e\n\u003cli\u003eLearn to condense complex content into summaries.\u003c\/li\u003e\n\u003cli\u003eHands-on: Apply summarization techniques with Azure AI.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003ePerform Sentiment Analysis and Opinion Mining\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eUse Azure AI to analyze sentiment and mine opinions.\u003c\/li\u003e\n\u003cli\u003eExtract actionable insights from textual data.\u003c\/li\u003e\n\u003cli\u003eHands-on: Perform sentiment analysis with Azure tools.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eExtract Insights Using Azure AI Language\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eDive into key phrase extraction and entity recognition.\u003c\/li\u003e\n\u003cli\u003eRecognize and redact PII using Azure Database for PostgreSQL.\u003c\/li\u003e\n\u003cli\u003eHands-on: Extract insights with Azure AI Language services.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eTranslate Text with Azure AI Translator\u003c\/b\u003e\u003c\/p\u003e\n\u003cul type=\"disc\"\u003e\n\u003cli\u003eTranslate PostgreSQL data into multiple languages.\u003c\/li\u003e\n\u003cli\u003eHands-on: Use Azure AI Translator for multilingual solutions.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cb\u003eUse Azure Machine Learning for Inferencing\u003c\/b\u003e\u003c\/p\u003e\n\u003cul 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