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This one-day instructor-led course is designed for technical professionals and solution architects who are ready to take their generative AI ideas into production. The course guides learners through every critical stage of deploying generative AI: from experimentation and unit testing, to productionizing pipelines, safeguarding applications, and monitoring performance. Participants engage with Vertex AI tools, including pipelines, Gemini APIs, and evaluation playbooks, through interactive lectures and hands-on labs.<\/span><\/span>\u00a0<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"

This one-day instructor-led course is designed for technical professionals and solution architects who are ready to take their generative AI ideas into production. The course guides learners through every critical stage of deploying generative AI: from experimentation and unit testing, to productionizing pipelines, safeguarding applications, and monitoring performance. Participants engage with Vertex AI tools, including […]<\/p>\n","protected":false},"author":5091,"featured_media":0,"template":"","meta":{"footnotes":""},"stm_lms_course_taxonomy":[58],"metadata":{"stm_lms_product_id":["26135"],"_edit_lock":["1759546365:5091"],"_edit_last":["5091"],"permalink_customizer":["google-cloud-certification\/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 design, experiment, deploy, monitor, and evaluate generative AI systems in production environments using Google Cloud tools and best practices. "],"_banner_description":["field_612c733ed3564"],"overview_section_heading":["Course Overview:"],"_overview_section_heading":["field_64538867ffdd0"],"after_completing_course_heading":["After completing this course, participants will be able to: "],"_after_completing_course_heading":["field_645c78ade3f50"],"after_completing_course_0_desciption":["Understand production-level challenges in deploying generative AI systems"],"_after_completing_course_0_desciption":["field_6103ad2f9f5b2"],"after_completing_course_1_desciption":["Manage experimentation with unit testing and rapid iteration"],"_after_completing_course_1_desciption":["field_6103ad2f9f5b2"],"after_completing_course_2_desciption":["Create robust pipelines for generative AI using Vertex AI "],"_after_completing_course_2_desciption":["field_6103ad2f9f5b2"],"after_completing_course_3_desciption":["Apply safeguards using Gemini APIs and monitoring tools "],"_after_completing_course_3_desciption":["field_6103ad2f9f5b2"],"after_completing_course_4_desciption":["Monitor, log, and evaluate deployed LLMs "],"_after_completing_course_4_desciption":["field_6103ad2f9f5b2"],"after_completing_course_5_desciption":["Use the Vertex AI Evaluations Playbook for real-world model assessments "],"_after_completing_course_5_desciption":["field_6103ad2f9f5b2"],"after_completing_course":["6"],"_after_completing_course":["field_6103aae828228"],"key_features_heading":["Key Features:"],"_key_features_heading":["field_645388ceffdd1"],"key_features_0_lists":["Full-Day Training<\/span><\/span>: Structured into modules with labs, breaks, and a final wrap-up<\/span><\/span>\u00a0<\/span>"],"_key_features_0_lists":["field_6103ad559f5b3"],"key_features_1_lists":["Vertex AI Hands-On Labs<\/span><\/span>: Includes pipeline setup, Gemini API safeguarding, and model evaluations<\/span><\/span>\u00a0<\/span>"],"_key_features_1_lists":["field_6103ad559f5b3"],"key_features_2_lists":["Real-World Focus<\/span><\/span>: Learn to move from idea to secure, scalable production workflows<\/span><\/span>\u00a0<\/span>"],"_key_features_2_lists":["field_6103ad559f5b3"],"key_features_3_lists":["Evaluation-Ready<\/span><\/span>: Use the Gemini Evaluation Playbook to assess performance and safety<\/span><\/span>"],"_key_features_3_lists":["field_6103ad559f5b3"],"key_features_4_lists":["End-to-End View<\/span><\/span>: From experimentation to deployment and monitoring in production<\/span><\/span>"],"_key_features_4_lists":["field_6103ad559f5b3"],"key_features":["5"],"_key_features":["field_6103aaff28229"],"who_should_attend_heading":[""],"_who_should_attend_heading":["field_645388faffdd2"],"who_should_attend":[""],"_who_should_attend":["field_6103ab0d2822a"],"prerequisites_heading":["Prerequisites:"],"_prerequisites_heading":["field_64538a51ffdd3"],"prerequisites_text":["

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