{"product_id":"google-cloud-professional-machine-learning-engineer-exam-prep-study-plan-practice-tests-online-exam-simulator","title":"Google Cloud Professional Machine Learning Engineer Exam Prep — Study Plan, Practice Tests \u0026 Online Exam Simulator","description":"\u003cp\u003ePrepare for the Google Cloud Professional Machine Learning Engineer exam, Google's credential for designing, building, and productionizing ML solutions on Google Cloud with Vertex AI. This package aligns to the exam's content sections with section-based practice and a realistic exam simulation so you can review with focus.\u003c\/p\u003e\n\u003cp\u003e\u003cem\u003eExam snapshot: Google Cloud professional-level exam; about 2 hours. Google does not publish a fixed question count or passing score for this exam. Note: Google is releasing an updated Machine Learning Engineer exam in mid-2026 (Gemini Enterprise focus); confirm the current version before scheduling.\u003c\/em\u003e\u003c\/p\u003e\n\u003cp\u003eThis is a focused preparation and review package — a study plan, practice questions, concise review notes, and an exam simulator. It is not a full training course; it is designed to sharpen what you know and get you exam-ready.\u003c\/p\u003e\n\u003ch2\u003eWhat's included\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eStudy Plan\u003c\/strong\u003e — a flexible 4-, 8-, or 12-week schedule that maps your revision across every content section of the exam.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eSection-Based Practice Tests\u003c\/strong\u003e — question sets organized by the exam's content sections so you can drill each area and pinpoint your weak spots:\n\u003cul\u003e\n\u003cli\u003eArchitecting low-code ML solutions\u003c\/li\u003e\n\u003cli\u003eCollaborating to manage data and models\u003c\/li\u003e\n\u003cli\u003eScaling prototypes into ML models\u003c\/li\u003e\n\u003cli\u003eServing and scaling models\u003c\/li\u003e\n\u003cli\u003eAutomating and orchestrating ML pipelines\u003c\/li\u003e\n\u003cli\u003eMonitoring ML solutions\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eExam Review Notes (PDF download)\u003c\/strong\u003e — a concise summary of the key services and concepts you need on exam day. Review notes, not a full course.\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eOnline Exam Simulator\u003c\/strong\u003e on academy.certinstructor.org, with two modes:\n\u003cul\u003e\n\u003cli\u003e\n\u003cem\u003ePractice Mode\u003c\/em\u003e — work at your own pace and choose whether to reveal answers and explanations as you go.\u003c\/li\u003e\n\u003cli\u003e\n\u003cem\u003eExam Mode\u003c\/em\u003e — a realistic exam-style experience that matches the format and pacing of the real Google Cloud exam.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eAnswer Explanations\u003c\/strong\u003e — every question includes a clear explanation of the correct answer.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eWho it's for:\u003c\/strong\u003e ML engineers building and operationalizing models on Google Cloud.\u003c\/p\u003e\n\u003ch2\u003eAccess \u0026amp; updates\u003c\/h2\u003e\n\u003cul\u003e\n\u003cli\u003eA personal account at academy.certinstructor.org, valid for 3 months.\u003c\/li\u003e\n\u003cli\u003eNew-question updates to your question bank for 3 months.\u003c\/li\u003e\n\u003c\/ul\u003e\n\u003cp\u003e\u003cstrong\u003eDelivery:\u003c\/strong\u003e account details sent by email within 24–48 hours of purchase.\u003c\/p\u003e\n\u003chr\u003e\n\u003cp\u003e\u003cem\u003eCertInstructor is an independent exam-preparation provider and is not affiliated with, authorized, or endorsed by Google. \"Google\", \"Google Cloud\", and related exam names are trademarks of Google LLC, used here for identification purposes only.\u003c\/em\u003e\u003c\/p\u003e","brand":"StarLearn","offers":[{"title":"Default Title","offer_id":50290790924502,"sku":null,"price":59.9,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0670\/0341\/6790\/files\/certinstructor_bad62805-87fc-49d2-898e-ae0807a0a247.png?v=1787148713","url":"https:\/\/certinstructor.org\/products\/google-cloud-professional-machine-learning-engineer-exam-prep-study-plan-practice-tests-online-exam-simulator","provider":"CertInstructor","version":"1.0","type":"link"}