{"id":97392,"date":"2024-09-13T18:02:00","date_gmt":"2024-09-13T12:32:00","guid":{"rendered":"https:\/\/www.whizlabs.com\/blog\/?p=97392"},"modified":"2024-09-16T17:19:26","modified_gmt":"2024-09-16T11:49:26","slug":"gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024","status":"publish","type":"post","link":"https:\/\/www.whizlabs.com\/blog\/gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024\/","title":{"rendered":"New Syllabus Changes: GCP Professional ML Engineer Certification to Include Gen AI Solutions from October 2024"},"content":{"rendered":"<p><span style=\"font-weight: 400;\">If you&#8217;re gearing up to earn the <\/span><a title=\"GCP Professional ML Engineer Certification\" href=\"https:\/\/www.whizlabs.com\/professional-machine-learning-engineer\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">GCP Professional ML Engineer Certification<\/span><\/a><span style=\"font-weight: 400;\">, it is important to be updated with the latest <\/span><span style=\"font-weight: 400;\">syllabus changes with a focus on Generative AI Solutions. We\u2019ll explore<\/span><span style=\"font-weight: 400;\"> the exam weightage, the date of effect for the updates, and how it will impact your preparation!<\/span><\/p>\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_76 ez-toc-wrap-left counter-hierarchy ez-toc-counter ez-toc-custom ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Table of Contents<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #ea7e02;color:#ea7e02\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #ea7e02;color:#ea7e02\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/www.whizlabs.com\/blog\/gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024\/#GCP_Professional_ML_Engineer_Certification_exam_Recent_updates\" >GCP Professional ML Engineer Certification exam: Recent updates<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/www.whizlabs.com\/blog\/gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024\/#The_Domain_Weightage_Changes\" >The Domain Weightage Changes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/www.whizlabs.com\/blog\/gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024\/#Essential_topics_to_focus_on_while_preparing_for_the_GCP_Professional_ML_certification\" >Essential topics to focus on while preparing for the GCP Professional ML certification<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/www.whizlabs.com\/blog\/gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024\/#The_best_practices_architecture_decisions_and_a_breakdown_of_potential_questions_focus\" >The best practices, architecture decisions, and a breakdown of potential questions\u2019 focus:<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/www.whizlabs.com\/blog\/gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024\/#Key_Emphasis_with_Generative_AI_Solutions_in_GCP_ML_Certification\" >Key Emphasis with Generative AI Solutions in GCP ML Certification<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/www.whizlabs.com\/blog\/gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024\/#The_Impact_of_Generative_AI_Updates_on_GCP_Certification\" >The Impact of Generative AI Updates on GCP Certification<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/www.whizlabs.com\/blog\/gcp-professional-ml-engineer-update-gen-ai-solutions-oct-2024\/#Conclusion\" >Conclusion<\/a><\/li><\/ul><\/nav><\/div>\n<h2><span class=\"ez-toc-section\" id=\"GCP_Professional_ML_Engineer_Certification_exam_Recent_updates\"><\/span><span style=\"font-weight: 400;\">GCP Professional ML Engineer Certification exam: Recent updates<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">GCP has updated its Professional Machine Learning certification to reflect the most recent developments in light of the emergence of Generative AI and its transformative potential. The GCP Machine Learning certification will see significant updates for AI-driven cloud solutions from October 1st, 2024.<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Change 1<\/b><span style=\"font-weight: 400;\">: Weightage of the exam sections<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Change 2<\/b><span style=\"font-weight: 400;\">: Inclusion of Generative AI Solutions\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><b>Change 3<\/b><span style=\"font-weight: 400;\">: Renaming Monitor ML Solutions to Monitor AI Solutions.<\/span><\/li>\n<\/ul>\n<h2><span class=\"ez-toc-section\" id=\"The_Domain_Weightage_Changes\"><\/span><span style=\"font-weight: 400;\">The Domain Weightage Changes <\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><img decoding=\"async\" class=\"aligncenter wp-image-97398 size-large\" src=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2024\/09\/GCP-professional-ml-engineer-certification-exam-domain-name-weightage-changes-1024x333.png\" alt=\"Attachment Details GCP-professional-ml-engineer-certification-exam-d\" width=\"1024\" height=\"333\" srcset=\"https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2024\/09\/GCP-professional-ml-engineer-certification-exam-domain-name-weightage-changes-1024x333.png 1024w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2024\/09\/GCP-professional-ml-engineer-certification-exam-domain-name-weightage-changes-300x98.png 300w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2024\/09\/GCP-professional-ml-engineer-certification-exam-domain-name-weightage-changes-768x250.png 768w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2024\/09\/GCP-professional-ml-engineer-certification-exam-domain-name-weightage-changes-1536x500.png 1536w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2024\/09\/GCP-professional-ml-engineer-certification-exam-domain-name-weightage-changes-2048x667.png 2048w, https:\/\/www.whizlabs.com\/blog\/wp-content\/uploads\/2024\/09\/GCP-professional-ml-engineer-certification-exam-domain-name-weightage-changes-150x49.png 150w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Essential_topics_to_focus_on_while_preparing_for_the_GCP_Professional_ML_certification\"><\/span><span style=\"font-weight: 400;\">Essential topics to focus on while preparing for the GCP Professional ML certification <\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The upcoming version of the Professional Machine Learning Engineer exam launching on October 1st, 2024 will cover the tasks related to Generative AI, including the following:<\/span><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Building AI solutions using Model Garden<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Building AI solutions using Vertex AI Agent Builder<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"1\"><span style=\"font-weight: 400;\">Evaluating Generative AI Solutions<\/span><\/li>\n<\/ul>\n<h3><span class=\"ez-toc-section\" id=\"The_best_practices_architecture_decisions_and_a_breakdown_of_potential_questions_focus\"><\/span><span style=\"font-weight: 400;\">The best practices, architecture decisions, and a breakdown of potential questions\u2019 focus:<\/span><span class=\"ez-toc-section-end\"><\/span><\/h3>\n<p><b>Architect low-code ML solutions<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Implementing retrieval augmented generation (RAG) applications by using Vertex AI Agent Builder<\/span><\/li>\n<\/ul>\n<p><b>Collaborate within and across teams to manage data and models\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Leveraging a variety of foundational and open-source models in Model Garden\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Evaluating generative AI solutions\u00a0<\/span><\/li>\n<\/ul>\n<p><b>Scale prototypes into ML models\u00a0<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Fine-tuning foundational models (Vertex AI, Model Garden)\u00a0<\/span><\/li>\n<\/ul>\n<p><b>Monitor AI Solutions<\/b><\/p>\n<ul>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Building secure AI systems by protecting against unintentional exploitation of data or models ( hacking)\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Assessing AI solution readiness (fairness, bias)\u00a0<\/span><\/li>\n<li style=\"font-weight: 400;\" aria-level=\"2\"><span style=\"font-weight: 400;\">Monitoring, testing, and troubleshooting AI solutions\u00a0<\/span><\/li>\n<\/ul>\n<p><span style=\"font-weight: 400;\">With the new updates, the exam will require you to focus on the newly added parts, take adequate updated practice tests, and build your foundation in Gen AI Solutions. Whizlabs Video lectures and updated Practice tests can build and validate your theoretical knowledge, and the Guided <\/span><a href=\"https:\/\/www.whizlabs.com\/hands-on-labs\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Hands-on labs<\/span><\/a><span style=\"font-weight: 400;\"> and <\/span><a href=\"https:\/\/www.whizlabs.com\/google-cloud-sandbox\/\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">Sandboxes<\/span><\/a><span style=\"font-weight: 400;\"> can immensely assist with vital practical experience to crack the exam on your first attempt. Choose a suitable plan and build your study strategy accordingly. Check the<\/span><a href=\"https:\/\/services.google.com\/fh\/files\/misc\/new_exam_guide.pdf\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\"> New GCP exam guide <\/span><\/a><span style=\"font-weight: 400;\">for more detailed updates on the topics.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"Key_Emphasis_with_Generative_AI_Solutions_in_GCP_ML_Certification\"><\/span><span style=\"font-weight: 400;\">Key Emphasis with Generative AI Solutions in GCP ML Certification<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><b>Hands-on Questions:<\/b><span style=\"font-weight: 400;\"> Expect practical questions about how to set up, deploy, and manage generative models and AI solutions with Google Cloud tools such as Vertex AI.<\/span><\/p>\n<p><b>Design and Architecture: <\/b><span style=\"font-weight: 400;\">You can be tasked with architecting a solution using Model Garden models or creating an AI agent with Vertex AI Agent Builder.<\/span><\/p>\n<p><b>Troubleshooting:<\/b><span style=\"font-weight: 400;\"> Identifying issues with training, evaluating, or deploying generative models, such as bias, ethical considerations, and performance optimization.<\/span><\/p>\n<p><span style=\"font-weight: 400;\">Concentrating on these domains will equip you for the theoretical and practical facets of utilizing Google Cloud for machine learning, especially concerning generative AI.<\/span><\/p>\n<h2><span class=\"ez-toc-section\" id=\"The_Impact_of_Generative_AI_Updates_on_GCP_Certification\"><\/span><span style=\"font-weight: 400;\">The Impact of Generative AI Updates on GCP Certification<\/span><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">For professionals in various industries, new opportunities have arisen due to the inclusion of Generative AI and expanded AI solutions in the GCP Professional ML certification.\u00a0<\/span><span style=\"font-weight: 400;\">Key advantages include:<\/span><\/p>\n<ol>\n<li><b>Enhanced Career Opportunities: <\/b><span style=\"font-weight: 400;\">Professionals holding GCP&#8217;s updated ML certification are well-positioned to assume roles in AI development, machine learning engineering, and cloud architecture, given the growing demand for cloud-based AI solutions.<\/span><\/li>\n<li><b> Keeping Up with Technological Trends: <\/b><span style=\"font-weight: 400;\">In an ever-evolving tech landscape, professionals can stay relevant by keeping up with the latest developments in Generative AI solutions.<\/span><\/li>\n<li><b>Availability of GCP&#8217;s AI Ecosystem: <\/b><span style=\"font-weight: 400;\">Working with Vertex AI, BigQuery ML, and AI Hub, among other AI tools from GCP, experts can create and implement AI models in an <\/span><b>integrated environment.<\/b><span style=\"font-weight: 400;\"> Certification ensures that applicants have a solid understanding of these platforms and can effectively use them.<\/span><\/li>\n<li><span style=\"font-weight: 400;\">The certification places a strong emphasis on the practical, real-world applications of Artificial Intelligence, guaranteeing that candidates are capable of using AI solutions to address challenging business problems in addition to being well-versed in theory.<\/span><\/li>\n<\/ol>\n<h2><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span><b><span style=\"font-weight: 400;\">Conclusion<\/span> <\/b><span class=\"ez-toc-section-end\"><\/span><\/h2>\n<p><span style=\"font-weight: 400;\">The October 2024 updates to <\/span><a href=\"https:\/\/cloud.google.com\/learn\/certification\/machine-learning-engineer\" target=\"_blank\" rel=\"noopener\"><span style=\"font-weight: 400;\">GCP\u2019s Machine Learning certification <\/span><\/a><span style=\"font-weight: 400;\">are a reflection of the fast-moving advancements in AI, particularly in the domain of Generative AI in cloud computing. Keep track of the changes in your GCP Professional ML certificate preparation journey and prepare accordingly. Talk to our experts in case of queries!<\/span><\/p>\n","protected":false},"excerpt":{"rendered":"<p>If you&#8217;re gearing up to earn the GCP Professional ML Engineer Certification, it is important to be updated with the latest syllabus changes with a focus on Generative AI Solutions. We\u2019ll explore the exam weightage, the date of effect for the updates, and how it will impact your preparation! GCP Professional ML Engineer Certification exam: Recent updates GCP has updated its Professional Machine Learning certification to reflect the most recent developments in light of the emergence of Generative AI and its transformative potential. The GCP Machine Learning certification will see significant updates for AI-driven cloud solutions from October 1st, 2024. [&hellip;]<\/p>\n","protected":false},"author":438,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_uag_custom_page_level_css":"","site-sidebar-layout":"default","site-content-layout":"","ast-site-content-layout":"default","site-content-style":"default","site-sidebar-style":"default","ast-global-header-display":"","ast-banner-title-visibility":"","ast-main-header-display":"","ast-hfb-above-header-display":"","ast-hfb-below-header-display":"","ast-hfb-mobile-header-display":"","site-post-title":"","ast-breadcrumbs-content":"","ast-featured-img":"","footer-sml-layout":"","theme-transparent-header-meta":"default","adv-header-id-meta":"","stick-header-meta":"default","header-above-stick-meta":"","header-main-stick-meta":"","header-below-stick-meta":"","astra-migrate-meta-layouts":"set","ast-page-background-enabled":"default","ast-page-background-meta":{"desktop":{"background-color":"var(--ast-global-color-4)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"ast-content-background-meta":{"desktop":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"tablet":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""},"mobile":{"background-color":"var(--ast-global-color-5)","background-image":"","background-repeat":"repeat","background-position":"center center","background-size":"auto","background-attachment":"scroll","background-type":"","background-media":"","overlay-type":"","overlay-color":"","overlay-opacity":"","overlay-gradient":""}},"footnotes":""},"categories":[10],"tags":[],"class_list":["post-97392","post","type-post","status-publish","format-standard","hentry","category-cloud-computing-certifications"],"uagb_featured_image_src":{"full":false,"thumbnail":false,"medium":false,"medium_large":false,"large":false,"1536x1536":false,"2048x2048":false,"profile_24":false,"profile_48":false,"profile_96":false,"profile_150":false,"profile_300":false,"tptn_thumbnail":false,"web-stories-poster-portrait":false,"web-stories-publisher-logo":false,"web-stories-thumbnail":false},"uagb_author_info":{"display_name":"Banu Sree Gowthaman","author_link":"https:\/\/www.whizlabs.com\/blog\/author\/banu-sree\/"},"uagb_comment_info":16,"uagb_excerpt":"If you&#8217;re gearing up to earn the GCP Professional ML Engineer Certification, it is important to be updated with the latest syllabus changes with a focus on Generative AI Solutions. We\u2019ll explore the exam weightage, the date of effect for the updates, and how it will impact your preparation! GCP Professional ML Engineer Certification exam:&hellip;","_links":{"self":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/97392","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/users\/438"}],"replies":[{"embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/comments?post=97392"}],"version-history":[{"count":8,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/97392\/revisions"}],"predecessor-version":[{"id":97424,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/posts\/97392\/revisions\/97424"}],"wp:attachment":[{"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/media?parent=97392"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/categories?post=97392"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.whizlabs.com\/blog\/wp-json\/wp\/v2\/tags?post=97392"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}