{"id":38157,"date":"2025-07-06T18:08:53","date_gmt":"2025-07-06T18:08:53","guid":{"rendered":"https:\/\/www.eccentrix.ca\/?post_type=formation&#038;p=38157"},"modified":"2026-05-20T16:38:14","modified_gmt":"2026-05-20T16:38:14","slug":"build-ai-apps-with-azure-database-for-postgresql-ai-3019","status":"publish","type":"formation","link":"https:\/\/www.eccentrix.ca\/en\/courses\/microsoft\/azure\/build-ai-apps-with-azure-database-for-postgresql-ai-3019\/","title":{"rendered":"Build AI Apps with Azure Database for PostgreSQL (AI-3019)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"38157\" class=\"elementor elementor-38157 elementor-38154\" data-elementor-post-type=\"formation\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5a2e6e37 e-flex e-con-boxed e-con e-parent\" data-id=\"5a2e6e37\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-3c0e742d e-con-full e-flex e-con e-child\" data-id=\"3c0e742d\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-77330fc7 elementor-widget elementor-widget-heading\" data-id=\"77330fc7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Build AI Applications with Azure Database for PostgreSQL AI-3019 Training Plan: Detailed Modules<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5b2c1bf5 elementor-widget elementor-widget-accordion\" data-id=\"5b2c1bf5\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1521\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-1521\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Module 1: Get started with generative AI in Azure Database for PostgreSQL<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1521\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-1521\"><ul class=\"margin-left-none\"><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.get-started-generative-ai-azure-database-postgresql.understand-generative-ai-language-models\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Understand generative AI language models<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.get-started-generative-ai-azure-database-postgresql.describe-azure-ai-extension\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Describe the Azure AI extension<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.get-started-generative-ai-azure-database-postgresql.explore-azure-openai-schema\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Explore the Azure OpenAI schema<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.get-started-generative-ai-azure-database-postgresql.review-azure-cognitive-schema\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Review the Azure Cognitive schema<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.get-started-generative-ai-azure-database-postgresql.explore-semantic-operators\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Explore semantic operators<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.get-started-generative-ai-azure-database-postgresql.examine-azure-machine-learning-schema\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Examine the Azure Machine Learning schema<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.get-started-generative-ai-azure-database-postgresql.exercise-explore-azure-ai-extension\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise-Explore the Azure AI extension<\/div><\/div><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1522\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-1522\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Module 2: Enable semantic search in Azure Database for PostgreSQL<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1522\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-1522\"><ul class=\"margin-left-none\"><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enable-semantic-search-azure-database-postgresql.understand-semantic-search\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Understand semantic search<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enable-semantic-search-azure-database-postgresql.store-vectors-azure-database-postgresql-flexible-server\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Store vectors in Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enable-semantic-search-azure-database-postgresql.create-embeddings-with-azure-ai-extension\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Create embeddings with the Azure AI extension<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enable-semantic-search-azure-database-postgresql.exercise-generate-vector-embeddings-with-azure-openai\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise &#8211; Generate vector embeddings with Azure OpenAI<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enable-semantic-search-azure-database-postgresql.explore-semantic-search-use-cases\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Explore semantic search use cases<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enable-semantic-search-azure-database-postgresql.exercise-create-search-function-recommendation-system\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise &#8211; Create a search function for a recommendation system<\/div><\/div><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1523\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-1523\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Module 3: Integrate AI Services to enrich your applications with intelligent features in Azure Database for PostgreSQL<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1523\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-1523\"><ul class=\"margin-left-none\"><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.integrate-ai-services-enrich-azure-database-postgresql.summarize-data-azure-ai-services-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Summarize data with Azure AI Services and Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.integrate-ai-services-enrich-azure-database-postgresql.perform-sentiment-analysis-opinion-mining-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Perform sentiment analysis and opinion mining in Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.integrate-ai-services-enrich-azure-database-postgresql.extract-insights-azure-language-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Extract insights using Azure Language and Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.integrate-ai-services-enrich-azure-database-postgresql.translate-text-azure-translator-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Translate text with Azure Translator and Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.integrate-ai-services-enrich-azure-database-postgresql.exercise-use-azure-ai-services-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise &#8211; Use Azure AI services with Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.integrate-ai-services-enrich-azure-database-postgresql.use-azure-machine-learning-inference-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Use Azure Machine Learning for inference from Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.integrate-ai-services-enrich-azure-database-postgresql.exercise-perform-inference-azure-machine-learning\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise &#8211; Perform inference with Azure Machine Learning and Azure Database for PostgreSQL<\/div><\/div><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1524\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-1524\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Module 4: Build RAG applications with Azure Database for PostgreSQL<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1524\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-1524\"><ul class=\"margin-left-none\"><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.build-rag-applications-azure-database-postgresql.understand-rag-patterns-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Understand RAG pattern with Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.build-rag-applications-azure-database-postgresql.explore-scale-accuracy-problem\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Explore information retrieval challenges &#8211; scale and accuracy<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.build-rag-applications-azure-database-postgresql.enhance-scale-vector-index\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Enhance scale with vector indexes<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.build-rag-applications-azure-database-postgresql.build-rag-application-postgresql-python\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Build RAG Applications with Azure Database for PostgreSQL and Python<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.build-rag-applications-azure-database-postgresql.exercise-build-rag-application-postgresql-python\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise: Build RAG applications with Azure Database for PostgreSQL and Python<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.build-rag-applications-azure-database-postgresql.improve-accuracy-advanced-rag-architecture\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Improve accuracy with advanced RAG architectures<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.build-rag-applications-azure-database-postgresql.explore-graphrag\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Explore GraphRAG with Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.build-rag-applications-azure-database-postgresql.exercise-implement-graphrag\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise: Implement GraphRAG with Azure Database for PostgreSQL<\/div><\/div><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1525\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-1525\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Module 5: Implement generative AI agents with Azure Database for PostgreSQL<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1525\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-1525\"><ul class=\"margin-left-none\"><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.implement-generative-ai-agents-azure-postgresql.understand-ai-agents-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Understand AI agents with Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.implement-generative-ai-agents-azure-postgresql.apply-information-retrieval-agents\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Apply information retrieval for agents<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.implement-generative-ai-agents-azure-postgresql.evaluate-agentic-frameworks-integration-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Evaluate agentic frameworks for integration with PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.implement-generative-ai-agents-azure-postgresql.implement-ai-agents-foundry-agent-service\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Implement AI agents with Foundry Agent Service<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.implement-generative-ai-agents-azure-postgresql.exercise-build-ai-agent-foundry-azure-database-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise &#8211; Build an AI agent with Foundry Agent Service and Azure Database for PostgreSQL<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.implement-generative-ai-agents-azure-postgresql.integrate-ai-agents-mcp-postgresql\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Integrate AI agents with MCP and PostgreSQL<\/div><\/div><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<h6 id=\"elementor-tab-title-1526\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-1526\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Module 6: Develop PostgreSQL solutions in Visual Studio Code with the PostgreSQL extension and GitHub Copilot<\/a>\n\t\t\t\t\t<\/h6>\n\t\t\t\t\t<div id=\"elementor-tab-content-1526\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-1526\"><ul class=\"margin-left-none\"><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enhance-postgresql-development-github-copilot-visual-studio-code.understand-postgresql-extension\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Understand how the PostgreSQL extension supports SQL development<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enhance-postgresql-development-github-copilot-visual-studio-code.understand-github-copilot-integration\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Understand how GitHub Copilot integrates with the PostgreSQL extension<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enhance-postgresql-development-github-copilot-visual-studio-code.generate-refine-queries\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Use GitHub Copilot to generate, refine, and troubleshoot SQL queries<\/div><\/div><\/li><li class=\"module-unit is-unstyled font-size-md position-relative padding-block-xxs completable\" data-progress-uid=\"learn.wwl.enhance-postgresql-development-github-copilot-visual-studio-code.exercise-enhance-postgresql-development-github-copilot\"><div class=\"barLink is-unit-list-item margin-none columns\"><div class=\"column is-11 padding-none has-content-margin-right-xxs\">Exercise &#8211; Enhance PostgreSQL development with GitHub Copilot<\/div><\/div><\/li><\/ul><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-47533412 e-con-full e-flex e-con e-child\" data-id=\"47533412\" data-element_type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cf66bc5 elementor-widget elementor-widget-heading\" data-id=\"cf66bc5\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Recommended prerequisite knowledge<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4a3ffadd elementor-widget elementor-widget-text-editor\" data-id=\"4a3ffadd\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Before starting this course, you should have experience working with PostgreSQL databases, writing SQL queries, and a general understanding of AI and ML concepts.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e784e72 elementor-widget elementor-widget-heading\" data-id=\"e784e72\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Credentials and certification<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c32d87a elementor-widget elementor-widget-video\" data-id=\"c32d87a\" data-element_type=\"widget\" data-settings=\"{&quot;youtube_url&quot;:&quot;https:\\\/\\\/youtu.be\\\/CTuSuXW5uVs&quot;,&quot;video_type&quot;:&quot;youtube&quot;,&quot;controls&quot;:&quot;yes&quot;}\" data-widget_type=\"video.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-wrapper elementor-open-inline\">\n\t\t\t<div class=\"elementor-video\"><\/div>\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-88dd567 elementor-widget elementor-widget-heading\" data-id=\"88dd567\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Features<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c1e37aa elementor-widget elementor-widget-text-editor\" data-id=\"c1e37aa\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Preparatory training for obtaining a Microsoft Applied Skills credential.<\/li><li>Performance is assessed through an interactive remote lab.<\/li><li>Duration: 120 minutes<\/li><li>Cost: $0<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-348bed1 elementor-widget elementor-widget-heading\" data-id=\"348bed1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h4 class=\"elementor-heading-title elementor-size-default\">Assessment\u2019s technical tasks<\/h4>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cc4ff10 elementor-widget elementor-widget-text-editor\" data-id=\"cc4ff10\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li class=\"font-size-sm\">Configure an Azure PostgreSQL environment<\/li><li class=\"font-size-sm\">Generate document embeddings<\/li><li class=\"font-size-sm\">Implement semantic search<\/li><li class=\"font-size-sm\">Apply Retrieval Augmented Generation (RAG)<\/li><li class=\"font-size-sm\">Transform and analyze natural language<\/li><\/ul><p><a href=\"https:\/\/learn.microsoft.com\/en-ca\/credentials\/applied-skills\/build-ai-powered-solutions-by-using-microsoft-azure-database-for-postgresql\/\" target=\"_blank\" rel=\"noopener\">View all assessment details on Microsoft Learn &gt;&gt;<\/a><\/p><p><a href=\"https:\/\/arch-center.azureedge.net\/Credentials\/microsoft-applied-skills-poster.pdf\" target=\"_blank\" rel=\"noopener\" data-lf-fd-inspected-p1e024bk3xvagb6d=\"true\">Access the Microsoft Applied Skills Poster &gt;&gt;<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-31fe8888 e-flex e-con-boxed e-con e-parent\" data-id=\"31fe8888\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-14252f74 elementor-widget elementor-widget-heading\" data-id=\"14252f74\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Eccentrix Corner Articles: Build AI Applications with Azure Database for PostgreSQL AI-3019 Resources<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-c8e91da elementor-widget elementor-widget-text-editor\" data-id=\"c8e91da\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Explore our technical articles on Build AI Applications with Azure Database for PostgreSQL AI-3019 published on Eccentrix Corner. These resources dive deeper into key concepts, share best practices, and provide practical guides to maximize your learning and success. Our experts share real-world insights to help you master building AI applications with Azure Database for PostgreSQL.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c91fbae elementor-grid-2 elementor-posts--thumbnail-left elementor-grid-tablet-1 elementor-posts--align-left elementor-grid-mobile-1 load-more-align-center elementor-widget elementor-widget-posts\" data-id=\"5c91fbae\" data-element_type=\"widget\" data-settings=\"{&quot;classic_columns&quot;:&quot;2&quot;,&quot;classic_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:25,&quot;sizes&quot;:[]},&quot;pagination_type&quot;:&quot;load_more_on_click&quot;,&quot;classic_columns_tablet&quot;:&quot;1&quot;,&quot;classic_columns_mobile&quot;:&quot;1&quot;,&quot;classic_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;classic_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;load_more_spinner&quot;:{&quot;value&quot;:&quot;fas fa-spinner&quot;,&quot;library&quot;:&quot;fa-solid&quot;}}\" data-widget_type=\"posts.classic\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-classic elementor-grid\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-32569 post type-post status-publish format-standard has-post-thumbnail hentry category-eccentrix-corner tag-certification\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.eccentrix.ca\/en\/eccentrix-corner\/microsoft-certifications-vs-applied-skills-the-real-career-impact\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"72\" src=\"https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2025\/03\/2025_03_07_Microsoft_Certifications_Applied_Skills_EccentrixCorner-1-300x72.png\" class=\"attachment-medium size-medium wp-image-31802\" alt=\"Image representing the Microsoft certifications and competencies - Eccentrix\" srcset=\"https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2025\/03\/2025_03_07_Microsoft_Certifications_Applied_Skills_EccentrixCorner-1-300x72.png 300w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2025\/03\/2025_03_07_Microsoft_Certifications_Applied_Skills_EccentrixCorner-1-1024x245.png 1024w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2025\/03\/2025_03_07_Microsoft_Certifications_Applied_Skills_EccentrixCorner-1-768x184.png 768w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2025\/03\/2025_03_07_Microsoft_Certifications_Applied_Skills_EccentrixCorner-1-1536x368.png 1536w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2025\/03\/2025_03_07_Microsoft_Certifications_Applied_Skills_EccentrixCorner-1.png 1922w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h5 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.eccentrix.ca\/en\/eccentrix-corner\/microsoft-certifications-vs-applied-skills-the-real-career-impact\/\">\n\t\t\t\tMicrosoft Certifications vs Applied Skills: The Real Career Impact\t\t\t<\/a>\n\t\t<\/h5>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-2062 post type-post status-publish format-standard has-post-thumbnail hentry category-eccentrix-corner tag-cloud tag-microsoft-azure\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.eccentrix.ca\/en\/eccentrix-corner\/understanding-the-landscape-of-ai-machine-learning-deep-learning-and-data-science-applications-and-distinctions\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"72\" src=\"https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/06\/understanding_the_landscape_of_ai_machine_learning_deep_learning_and_data_science_applications_and_distinctions-300x72.png\" class=\"attachment-medium size-medium wp-image-1856\" alt=\"A visual depiction of technologies such as AI, Machine Learning, Deep Learning, and Data Science - Eccentrix\" srcset=\"https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/06\/understanding_the_landscape_of_ai_machine_learning_deep_learning_and_data_science_applications_and_distinctions-300x72.png 300w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/06\/understanding_the_landscape_of_ai_machine_learning_deep_learning_and_data_science_applications_and_distinctions-1024x245.png 1024w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/06\/understanding_the_landscape_of_ai_machine_learning_deep_learning_and_data_science_applications_and_distinctions-768x184.png 768w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/06\/understanding_the_landscape_of_ai_machine_learning_deep_learning_and_data_science_applications_and_distinctions-1536x368.png 1536w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/06\/understanding_the_landscape_of_ai_machine_learning_deep_learning_and_data_science_applications_and_distinctions.png 1922w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h5 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.eccentrix.ca\/en\/eccentrix-corner\/understanding-the-landscape-of-ai-machine-learning-deep-learning-and-data-science-applications-and-distinctions\/\">\n\t\t\t\tUnderstanding the Landscape of AI, Machine Learning, Deep Learning, and Data Science: Applications and Distinctions\t\t\t<\/a>\n\t\t<\/h5>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-12292 post type-post status-publish format-standard has-post-thumbnail hentry category-eccentrix-corner tag-microsoft-365 tag-power-platform\">\n\t\t\t\t<a class=\"elementor-post__thumbnail__link\" href=\"https:\/\/www.eccentrix.ca\/en\/eccentrix-corner\/power-virtual-agents-creating-ai-powered-chatbots-and-virtual-assistants\/\" tabindex=\"-1\">\n\t\t\t<div class=\"elementor-post__thumbnail\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"72\" src=\"https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/09\/bots-300x72.png\" class=\"attachment-medium size-medium wp-image-12288\" alt=\"An illustration of a computer bot with AI referring to Power Virtual Agents - Eccentrix\" srcset=\"https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/09\/bots-300x72.png 300w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/09\/bots-1024x245.png 1024w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/09\/bots-768x184.png 768w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/09\/bots-1536x368.png 1536w, https:\/\/www.eccentrix.ca\/wp-content\/uploads\/2024\/09\/bots.png 1922w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/div>\n\t\t<\/a>\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h5 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/www.eccentrix.ca\/en\/eccentrix-corner\/power-virtual-agents-creating-ai-powered-chatbots-and-virtual-assistants\/\">\n\t\t\t\tPower Virtual Agents: Creating AI-Powered Chatbots and Virtual Assistants\t\t\t<\/a>\n\t\t<\/h5>\n\t\t\t\t<\/div>\n\t\t\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\t\t\t<span class=\"e-load-more-spinner\">\n\t\t\t\t<svg aria-hidden=\"true\" class=\"e-font-icon-svg e-fas-spinner\" viewBox=\"0 0 512 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M304 48c0 26.51-21.49 48-48 48s-48-21.49-48-48 21.49-48 48-48 48 21.49 48 48zm-48 368c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zm208-208c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.49-48-48-48zM96 256c0-26.51-21.49-48-48-48S0 229.49 0 256s21.49 48 48 48 48-21.49 48-48zm12.922 99.078c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.491-48-48-48zm294.156 0c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48c0-26.509-21.49-48-48-48zM108.922 60.922c-26.51 0-48 21.49-48 48s21.49 48 48 48 48-21.49 48-48-21.491-48-48-48z\"><\/path><\/svg>\t\t\t<\/span>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-9faa8b3 e-flex e-con-boxed e-con e-parent\" data-id=\"9faa8b3\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-66e38f7 elementor-widget elementor-widget-heading\" data-id=\"66e38f7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Azure Database PostgreSQL AI Apps Training<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3458f79 elementor-widget elementor-widget-text-editor\" data-id=\"3458f79\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The Azure Database PostgreSQL AI Apps training is designed for data developers and professionals seeking to master the creation of intelligent applications using Azure Database for PostgreSQL with Azure AI extensions. This hands-on course covers essential concepts such as creating AI-powered applications, integrating Azure AI services into PostgreSQL, and implementing advanced artificial intelligence capabilities in enterprise data solutions.<\/p>\n<p>By participating in this training, professionals will acquire the skills necessary to optimize PostgreSQL-based AI application implementations while ensuring responsible AI practices and robust data architecture.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4169d82 elementor-widget elementor-widget-heading\" data-id=\"4169d82\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Why Take This Training?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b8b9259 elementor-widget elementor-widget-text-editor\" data-id=\"b8b9259\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In a world where artificial intelligence is transforming data management, creating AI applications with intelligent databases has become essential for innovation and competitive advantage. Azure Database for PostgreSQL offers a comprehensive platform of tools to meet modern enterprise AI application needs. This course enables you to understand how to configure, develop, and deploy AI applications using Azure Database for PostgreSQL to ensure high-performance and scalable implementations.<\/p><p>This training will allow you to integrate advanced AI application development practices while maximizing the performance and efficiency of your intelligent data solutions.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-dc10824 elementor-widget elementor-widget-heading\" data-id=\"dc10824\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Skills Developed During Training<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3de39ab elementor-widget elementor-widget-text-editor\" data-id=\"3de39ab\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ol><li><p>Configuring and Optimizing Azure Database for PostgreSQL<br \/>Learn to design and configure Azure Database for PostgreSQL instances tailored to your organization&#8217;s AI needs.<\/p><\/li><li><p>Developing Intelligent Data Applications<br \/>Discover how to create, configure, and integrate artificial intelligence capabilities into PostgreSQL-based applications.<\/p><\/li><li><p>Implementing Azure AI Extensions<br \/>Learn to define and apply effective Azure AI extensions to enrich your database functionalities.<\/p><\/li><li><p>Managing Azure AI and Machine Learning Integration<br \/>Explore solutions for integrating Azure AI Services and Azure Machine Learning into your PostgreSQL environments.<\/p><\/li><li><p>Monitoring and Optimizing AI Data Performance<br \/>Use Azure native tools to monitor AI application performance and diagnose data issues.<\/p><\/li><li><p>Ensuring Responsible AI Practices<br \/>Integrate Azure AI Content Safety, responsible AI frameworks, and governance for ethical AI data deployment.<\/p><\/li><\/ol>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ae61d49 elementor-widget elementor-widget-heading\" data-id=\"ae61d49\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Practical, Results-Oriented Training<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-1420bf0 elementor-widget elementor-widget-text-editor\" data-id=\"1420bf0\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Led by certified Azure Data and AI experts, this course provides a balance between theory and practice. Through real-world case studies and interactive exercises, you&#8217;ll learn to apply your knowledge to solve complex AI application development challenges with PostgreSQL in Azure.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-826a487 elementor-widget elementor-widget-heading\" data-id=\"826a487\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Who Is This Training For?<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-70252dc elementor-widget elementor-widget-text-editor\" data-id=\"70252dc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>Data developers seeking to enhance their Azure Database for PostgreSQL skills<\/li><li>IT professionals responsible for AI data application architecture and implementation<\/li><li>Cloud specialists managing Azure database infrastructures<\/li><li>Anyone interested in developing AI applications with PostgreSQL and responsible AI practices<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3509b78 elementor-widget elementor-widget-heading\" data-id=\"3509b78\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h3 class=\"elementor-heading-title elementor-size-default\">Optimize Your AI Applications with PostgreSQL<\/h3>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-272902c elementor-widget elementor-widget-text-editor\" data-id=\"272902c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>The Build AI Applications with Azure Database for PostgreSQL (AI-3019) training is ideal for developing your skills in creating intelligent data applications and cloud-based PostgreSQL AI solutions. Join us today to learn how to create powerful AI applications and ensure reliable and scalable implementations.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-95fffe9 e-flex e-con-boxed e-con e-parent\" data-id=\"95fffe9\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-d24cdf7 elementor-widget elementor-widget-heading\" data-id=\"d24cdf7\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Frequently Asked Questions - Azure Database PostgreSQL AI Development Training (FAQ)<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2aec5cd e-flex e-con-boxed e-con e-parent\" data-id=\"2aec5cd\" data-element_type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-329d19d elementor-widget elementor-widget-accordion\" data-id=\"329d19d\" data-element_type=\"widget\" data-widget_type=\"accordion.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion\">\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5301\" class=\"elementor-tab-title\" data-tab=\"1\" role=\"button\" aria-controls=\"elementor-tab-content-5301\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">What topics are covered in this training?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5301\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"1\" role=\"region\" aria-labelledby=\"elementor-tab-title-5301\"><p>Azure Database for PostgreSQL configuration, AI data application development, Azure AI extensions, Machine Learning integration, and responsible AI implementation.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5302\" class=\"elementor-tab-title\" data-tab=\"2\" role=\"button\" aria-controls=\"elementor-tab-content-5302\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Do I need prior PostgreSQL knowledge?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5302\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"2\" role=\"region\" aria-labelledby=\"elementor-tab-title-5302\"><p>Basic understanding of PostgreSQL databases and AI concepts is recommended but not mandatory.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5303\" class=\"elementor-tab-title\" data-tab=\"3\" role=\"button\" aria-controls=\"elementor-tab-content-5303\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Does the training include hands-on exercises?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5303\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"3\" role=\"region\" aria-labelledby=\"elementor-tab-title-5303\"><p>Yes, the course features practical labs and real-world scenarios for applying AI application development skills with PostgreSQL.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5304\" class=\"elementor-tab-title\" data-tab=\"4\" role=\"button\" aria-controls=\"elementor-tab-content-5304\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Which Azure tools will be covered?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5304\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"4\" role=\"region\" aria-labelledby=\"elementor-tab-title-5304\"><p>Azure Database for PostgreSQL, Azure AI Services, Azure Machine Learning, Azure AI Content Safety, and associated data extensions.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5305\" class=\"elementor-tab-title\" data-tab=\"5\" role=\"button\" aria-controls=\"elementor-tab-content-5305\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Does this training help optimize data performance?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5305\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"5\" role=\"region\" aria-labelledby=\"elementor-tab-title-5305\"><p>Yes, the course emphasizes optimizing AI application performance and efficient intelligent data management.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-accordion-item\">\n\t\t\t\t\t<div id=\"elementor-tab-title-5306\" class=\"elementor-tab-title\" data-tab=\"6\" role=\"button\" aria-controls=\"elementor-tab-content-5306\" aria-expanded=\"false\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon elementor-accordion-icon-left\" aria-hidden=\"true\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-closed\"><svg class=\"e-font-icon-svg e-fas-plus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H272V64c0-17.67-14.33-32-32-32h-32c-17.67 0-32 14.33-32 32v144H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h144v144c0 17.67 14.33 32 32 32h32c17.67 0 32-14.33 32-32V304h144c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t<span class=\"elementor-accordion-icon-opened\"><svg class=\"e-font-icon-svg e-fas-minus\" viewBox=\"0 0 448 512\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\"><path d=\"M416 208H32c-17.67 0-32 14.33-32 32v32c0 17.67 14.33 32 32 32h384c17.67 0 32-14.33 32-32v-32c0-17.67-14.33-32-32-32z\"><\/path><\/svg><\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t<a class=\"elementor-accordion-title\" tabindex=\"0\">Is this suitable for enterprise AI application deployments?<\/a>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t<div id=\"elementor-tab-content-5306\" class=\"elementor-tab-content elementor-clearfix\" data-tab=\"6\" role=\"region\" aria-labelledby=\"elementor-tab-title-5306\"><p>Absolutely, the training covers enterprise-scale deployment, monitoring, and management of AI applications with PostgreSQL.<\/p><\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t<script type=\"application\/ld+json\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@type\":\"FAQPage\",\"mainEntity\":[{\"@type\":\"Question\",\"name\":\"What topics are covered in this training?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Azure Database for PostgreSQL configuration, AI data application development, Azure AI extensions, Machine Learning integration, and responsible AI implementation.<\\\/p>\"}},{\"@type\":\"Question\",\"name\":\"Do I need prior PostgreSQL knowledge?\",\"acceptedAnswer\":{\"@type\":\"Answer\",\"text\":\"<p>Basic 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