Generative AI Leader (Google Cloud)

所在平台: Udemy

课程主页: https://www.udemy.com/course/generative-ai-leader-cert/

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课程简介

**课程名称:** Generative AI Leader (Google Cloud) **课程概述:** 本课程是一项 Google Cloud 认证的生成式 AI 领导者考试的实践复习。它旨在帮助学员为官方考试做好充分准备,不仅仅测试理论知识,更侧重于战略判断能力,要求学员分析复杂的商业场景并就 AI 的实施、治理和价值创造做出关键性决策。 **课程目标:** * **通过官方考试:** 帮助学员自信地通过 Google Cloud chuyên nghiệp Generative AI Leader 认证考试。 * **掌握战略性决策:** 训练学员在真实场景中应用生成式 AI 知识,做出明智的决策。 * **识别和弥补知识盲点:** 通过 200 道精心设计的题目及其详细解释,学员可以有针对性地加强薄弱环节。 * **提升应试信心:** 通过模拟真实考试的难度、范围和场景格式,消除考前焦虑。 * **培养 Google Cloud AI 领导者思维:** 学习如何在创新、治理、成本、性能、能力和责任之间取得平衡。 **面向人群:** * 负责在 Google Cloud 上制定生成式 AI 战略决策的领导者和技术专业人士。 * Cloud Architects & IT Leaders * Product Managers & Business Stakeholders * Technical Program Managers (TPMs) & MLOps Engineers * 任何准备参加 Google Cloud Generative AI Leader 考试并希望进行最终全面准备检查的人员。 **考试内容涵盖:** * **生成式 AI 简介:** 基础模型、Transformer、LLMs 和多模态。 * **Google Cloud AI 工具集:** Model Garden, Generative AI Studio, Vertex AI Pipelines, Matching Engine 等。 * **战略性模型定制:** Prompt Engineering, Retrieval-Augmented Generation (RAG), PEFT (LoRA), Full Fine-Tuning 的应用时机和原因。 * **负责任的 AI 和治理:** Google 的 7 大 AI 原则在偏见、公平性、安全性、隐私和问责制中的应用。 * **生产级 MLOps 和 TCO:** 模型部署、监控、管理以及总拥有成本 (TCO) 的考量。 **课程特色:** * 包含 200 道独特的、专家精心设计的题目,每道题都有详细解释。 * 题目难度、范围和格式与官方考试高度一致。 * 完成课程后,将获得一份包含关键信息的“秘籍”,以巩固知识并提升考试表现。

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课程详情

Are you ready to validate your skills and pass the official Google Cloud Professional Generative AI Leader certification exam with confidence?As a special bonus for completing our comprehensive practice exam, you'll receive an exclusive cheat sheet packed with essential information to solidify your knowledge and boost your exam-day performance!The official exam tests more than just your knowledge-it tests your strategic judgment. It requires you to analyze complex business scenarios and make critical decisions about AI implementation, governance, and value creation. Simple memorization won't be enough.This comprehensive practice exam is your final, most crucial step in your preparation journey. It is meticulously designed to mirror the real exam's difficulty, scope, and scenario-based format. With 200 unique, expertly crafted questions, each accompanied by a detailed explanation, you will not only test your knowledge but also sharpen the strategic thinking required to earn your certification.Who is this practice exam for?This course is designed for leaders and technical professionals responsible for making strategic decisions about generative AI on Google Cloud, including:Cloud Architects & IT Leaders designing scalable and secure AI solutions.Product Managers & Business Stakeholders defining AI-powered features.Technical Program Managers (TPMs) & MLOps Engineers leading AI project execution.Anyone preparing for the Google Cloud Generative AI Leader exam who wants a final, comprehensive readiness check.What will you be tested on?Our 200 questions provide complete coverage of all official exam domains, ensuring there are no surprises on test day:Introduction to Generative AI: Test your understanding of foundation models, transformers, LLMs, and multimodality.The Google Cloud AI Toolkit: Face scenarios requiring you to select the right tool for the job, from the Model Garden and Generative AI Studio to Vertex AI Pipelines and Matching Engine.Strategic Model Customization: Master the most critical part of the exam-the decision-making flow. You'll be challenged with scenarios on when and why to use Prompt Engineering, Retrieval-Augmented Generation (RAG), PEFT (LoRA), or Full Fine-Tuning.Responsible AI & Governance: Apply Google's 7 AI Principles to practical problems involving bias, fairness, safety, privacy, and accountability.Production MLOps & TCO: Evaluate your knowledge of deploying, monitoring, and managing AI models at scale, including considerations for Total Cost of Ownership (TCO).By completing this practice exam, you will:Master Strategic Decision-Making: Go beyond theory and learn to apply your knowledge to the kind of complex, real-world scenarios you'll face on the exam.Identify and Remediate Knowledge Gaps: Use the detailed, expert-written explanations for every question as a targeted study guide to efficiently strengthen your weak areas.Build Unshakeable Confidence: Eliminate exam-day anxiety by familiarizing yourself with the format, difficulty, and style of the official certification test.Think Like a Google Cloud AI Leader: Internalize the mindset required to balance innovation with governance, cost with performance, and capability with responsibility.Stop wondering if you're ready. Enroll today, validate your skills, and take the final step toward becoming a certified Generative AI Leader.

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