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This instructor-led course focuses on the operationalization and deployment of Generative AI-powered applications on Google Cloud. Participants will explore the differences between traditional\u00a0MLOps\u00a0and emerging\u00a0GenAIOps\u00a0practices, deployment strategies for LLM applications, production management, observability, and security considerations for enterprise-scale Generative AI systems.<\/span>\u00a0<\/span><\/p>\n

Through hands-on labs and real-world scenarios, learners will gain practical experience in deploying, versioning, securing, monitoring, and\u00a0maintaining\u00a0Generative AI applications using Google Cloud services such as Vertex AI, Cloud Run, Cloud Logging, Cloud Monitoring, and Cloud Trace. The course also covers best practices for production-grade LLM systems, CI\/CD automation, and\u00a0AgentOps\u00a0implementation.<\/span>\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

This instructor-led course focuses on the operationalization and deployment of Generative AI-powered applications on Google Cloud. Participants will explore the differences between traditional\u00a0MLOps\u00a0and emerging\u00a0GenAIOps\u00a0practices, deployment strategies for LLM applications, production management, observability, and security considerations for enterprise-scale Generative AI systems.\u00a0 Through hands-on labs and real-world scenarios, learners will gain practical experience in deploying, versioning, securing, […]<\/p>\n","protected":false},"author":6436,"featured_media":12394,"template":"","meta":{"footnotes":""},"stm_lms_course_taxonomy":[58],"metadata":{"stm_lms_product_id":["28194"],"_edit_lock":["1780488238:6767"],"_edit_last":["6767"],"permalink_customizer":["ai-machine-learning-certification-course\/generative-ai-in-production"],"permalink_customizer_regenerate_status":["1"],"popular_course":["0"],"_popular_course":["field_64253688bc2e5"],"course_banner_image":[""],"_course_banner_image":["field_63c69a6b81cf1"],"mobile_banner_image":[""],"_mobile_banner_image":["field_63cf93896d207"],"banner_link":[""],"_banner_link":["field_63c69a9681cf2"],"banner_image":[""],"_banner_image":["field_621873548f922"],"banner_description":["Learn how to productionize, secure, monitor, and operationalize Generative AI applications on Google Cloud using modern GenAIOps practices, deployment strategies, observability tools, and secure LLM architectures. "],"_banner_description":["field_612c733ed3564"],"overview_section_heading":["Course Overview of Generative AI in Production "],"_overview_section_heading":["field_64538867ffdd0"],"after_completing_course_heading":["After completing Generative AI in Production, students will be able to: "],"_after_completing_course_heading":["field_645c78ade3f50"],"after_completing_course":["10"],"_after_completing_course":["field_6103aae828228"],"key_features_heading":["Key Features of Generative AI in Production "],"_key_features_heading":["field_645388ceffdd1"],"key_features":["7"],"_key_features":["field_6103aaff28229"],"who_should_attend_heading":["Who should Attend Generative AI in Production "],"_who_should_attend_heading":["field_645388faffdd2"],"who_should_attend":["7"],"_who_should_attend":["field_6103ab0d2822a"],"prerequisites_heading":["Prerequisites of Generative AI in Production "],"_prerequisites_heading":["field_64538a51ffdd3"],"prerequisites_text":["

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