Selman Altinay
成为会员时间:2026
白银联赛
80222 积分
成为会员时间:2026
探索 Conversational Agents 中的流,并了解如何使用语言模型构建具有确定性的聊天和语音体验。探索驱动因素、意图和实体等关键概念,以及如何使用这些概念来创建对话智能体。
This course equips learners with the information they need to deploy reCAPTCHA in their websites, mobile applications, and web application firewalls (WAF). The course covers roles and permissions needed to integrate various reCAPTCHA features such as keys, assessments, and IP address allowlists, as well as the steps involved in preparing their cloud environment for reCAPTCHA integration. Learners will then have the opportunity to integrate reCAPTCHA into a cloud security architecture with Cloud Armor Bot Management.
A short course on defining and managing teams and organizations in Google AppSheet.
This course dives into the world of media creation with Gemini Enterprise Agent Platform using Nano Banana and Veo. Learn to design text and image-based prompts to produce high-quality, consistent images, and captivating, cinematic video clips. You'll also learn to refine generated assets using core editing functions. Finally, this course guides you through multi-tool workflow implementations for creative control and consistency, empowering you to transform images into video clips and leverage Gemini for prompt writing assistance and feedback.
This quiz tests your GDC Air-Gapped Practitioner Fundamentals knowledge.
Configure and Maintain CCaaS as an Admin is a course that provides end users with essential learning about the core features, functionality, reporting, and configuration information most relevant to the role. This course is most appropriate for those who perform administrative functions to support the operation of the contact center as well as analyze, troubleshoot, and configure the platform to best meet the demands of customers. Although this program will review some monitoring and reporting aspects, those topics are explored in depth in the course titled "Managing Functions and Reporting with CCaSS." Explore other content in the Gemini Agent Ready (GEAR) program.
打造您的首个 Gemini Enterprise 应用,赢得技能徽章!将各种数据源连接到您的应用中,构建强大、统一的搜索和分析引擎。掌握进阶能力,如:深度研究型智能体、多智能体协同构思,以及用于进行聚焦式分析的 NotebookLM。
Manage Functions and Reporting with CCaaS provides end-users with essential training about the core features, functionality, monitoring, reporting, and configuration information that is most relevant to the role. This course is most appropriate for those at the managerial level of the contact center who are tasked with monitoring the effectiveness, efficiency, and KPI attainment for all consumer interactions. While this program will review some aspects of settings and configuration options, the major focus is on reporting functionality in CCaaS.
本课程专为各行各业的金融服务专业人士设计,旨在帮助您掌握如何利用 AI 工具(包括内置 Gemini 的 Google Workspace、Google Workspace Studio、Gemini Gem、Gemini Notebook 和 Gemini Enterprise)来提高工作效率、实现自动化、做出战略决策,并在日常工作流程中推动创新。
Google Threat Intelligence 能够向全球各地的安全团队及时提供详细的威胁情报,帮助其更好地监测威胁。本课程将介绍 Google Threat Intelligence 的各项功能,以及各类组织借助该产品主动缓解威胁的常见方式。
This course introduces you to the world of reliable deep learning, a critical discipline focused on developing machine learning models that not only make accurate predictions but also understand and communicate their own uncertainty. You'll learn how to create AI systems that are trustworthy, robust, and adaptable, particularly in high-stakes scenarios where errors can have significant consequences.
学习如何使用 Google 的智能体开发套件 (ADK) 和 Model Context Protocol (MCP) 设计、协调和部署多智能体系统。以旅行礼宾为例,您将学习如何编排由专用智能体组成的网络,并为其配置自定义护栏。学完本课程后,您将了解构建稳健、可伸缩的 AI 工作流所需的设计模式和部署策略。
This course guides you through Google Cloud's proven four-phase migration framework: Assess, Plan, Deploy, and Optimize. You'll learn about the essential tasks, strategies, and tools to migrate your IT environment and help achieve your business objectives.
在本课程中,您将学习如何利用 Conversational Insights 从联络中心数据中发掘隐藏的信息,以提高运营效率并推动数据驱动型业务决策。
本课程将探讨对话设计的基本原则,助您打造引人入胜且有效的聊天机器人,模拟真人般的对话体验。
人工智能 (AI) 和机器学习 (ML) 代表着信息技术领域的重要演变,正在迅速改变各行各业。《利用 Google Cloud 人工智能进行创新》探讨了组织如何使用 AI 和机器学习来转变业务流程。 本课程是“Cloud Digital Leader 学习路线”的一部分,旨在帮助个人在自己的角色中不断成长,并为企业谋求未来发展。
云技术是一项强大的资产,与数据相结合后,它将成为创新和提升客户体验的催化剂。《使用 Google Cloud 探索数据转换》课程探讨了组织如何利用云技术让数据更易于访问、更具实用价值和商业价值。 作为“Cloud Digital Leader 学习路线”的一部分,本课程旨在帮助个人提升职业素养,并为企业谋求未来发展。
本课程将介绍 Gemini Enterprise for Customer Experience (GECX) 及其强大的生成式 AI 功能,帮助您转变对客户服务的理解。首先,您将了解联络中心的发展历程,了解它们是如何演变的,以及生成式 AI 将如何推动它们进一步发展。然后,您将深入了解 GECX 解决方案中的核心智能模块,了解每个组件如何帮助提供卓越的客户体验。课程最后将探索极具说服力的 GECX 业务案例,以及实际用例和受益于这一创新解决方案的各种用户角色。
AI 推理是指利用经过训练的机器学习模型,通过应用其学习到的模式,对新的、未见过的数据进行预测的过程。本课程专为有兴趣在 Cloud Run 上快速部署 AI 推理服务的开发者、数据科学家和机器学习工程师而设计。对于熟悉基于云的无服务器应用部署解决方案,但可能没有使用 Google Cloud 无服务器产品运行 AI 推理经验的学员来说,本课程非常有用。 本课程包含使用 GPU 部署 AI 推理模型,以及将生成式 AI 应用与数据存储服务集成的示例。
许多传统企业都在使用无法满足现代客户期望的旧式系统和应用。业务领导者往往需要在维护老旧的 IT 系统和投资新产品与服务之间做出选择。本课程探讨了这些挑战,并提供了利用云技术克服这些挑战的解决方案。 作为 Cloud Digital Leader 学习路线的一部分,本课程旨在帮助个人在工作中成长,并为企业打造美好未来。
数字化转型是现代组织的必经之路,而扎实掌握云计算基础知识,是推动实质性创新的第一步。《利用 Google Cloud 实现数字化转型》课程将讲解核心技术与战略框架,助力组织实现运营现代化。本课程介绍关于云的基本概念、全球网络基础设施和责任共担模式,帮助领导者从容推进上云进程。 作为 Cloud Digital Leader 学习路线的一部分,本课程旨在帮助学员提升岗位能力,从而为企业打造美好未来。
各种规模的组织都在利用云的强大功能和灵活性来改变运营方式。然而,有效管理和扩缩云资源可能是一项复杂的任务。本课程探讨了云中现代运营、可靠性和弹性方面的基本概念,以及 Google Cloud 如何帮助支持这些工作。 作为 Cloud Digital Leader 学习路线的一部分,本课程旨在帮助个人在自己的岗位上成长,并为企业谋求未来发展。
Ready to move your databases to Google Cloud? This course provides the strategy. Learn to evaluate business drivers to overcome high on-premise costs and vendor lock-in. Use Migration Center to discover assets, analyze TCO, and build a phased wave plan. You’ll learn to choose the right migration path and identify the right Google Cloud solutions for your workloads. You'll leave with a data-driven business case and a clear roadmap, ready to win executive buy-in and lead a successful migration.
Learn how to use Gemini Notebook to create a personalized study guide for the Professional Cloud DevOps Engineer certification exam. You'll review Gemini Notebook features, add source materials, and use effective prompts to create a study guide that helps you prepare for the exam.
Learn to leverage Gemini Notebook to build a personalized study guide for the Professional Cloud Developer (PCD) certification exam. Explore key features, integrate source materials, and use effective prompts to streamline your exam preparation.
本课程全面指导如何在 Google Cloud 上部署、管理和优化 AI 和高性能计算 (HPC) 工作负载。通过一系列课程和实际演示,您将探索从基于 Google Compute Engine (GCE) 的高度可定制环境,到 Google Kubernetes Engine (GKE) 等托管式解决方案的各种部署策略。具体来说,您将学习如何创建集群并部署 GKE 进行推理。
Learn how to use Gemini Notebook to create a personalized study guide for the Professional Cloud Database Engineer certification exam. You'll get an overview of the Gemini Notebook essentials, learn how to add sources, and use the study guide to practice for a certification exam.
Learn how to use Gemini Notebook to create a personalized study guide for the Professional Machine Learning Engineer (PMLE) certification exam. You'll review Gemini Notebook features, create a notebook, and use the study guide to practice for a certification exam.
Learn how to use Gemini Notebook to create a personalized study guide for the Professional Cloud Architect certification exam. You'll review Gemini Notebook features, create a notebook in Gemini Notebook, and learn how to use a study guide to practice for a certification exam.
Learn how to use Gemini Notebook to create a personalized study guide for the Professional Security Operations Engineer certification exam. You'll review Gemini Notebook features, create a notebook in Gemini Notebook, and learn how to use a study guide to practice for a certification exam.
This L300 course explores the intricacies of the hardware and networking infrastructure, examines the role of Kubernetes in container orchestration, and how to master the deployment process. The course emphasizes critical security aspects, guiding you through defense-in-depth design, zero-trust architecture, and essential operational security measures for protecting sensitive data. You'll also gain valuable insights into operational aspects, such as resource management, upgrades, and solutions tailored for GDC customers.
This course is for deployment personnel of Google Cloud and its partner organizations who are tasked with managing cultural change and skill gaps of customers adopting Google Workspace, engaging sponsors and enlisting the support of customer stakeholders, communicating the anticipated changes to the customer and their users. It will guide you through the Workspace change management methodology and all phases of the customer journey.
本课程旨在让学员全面了解 Google Workspace 核心服务。学员将探索如何启用、停用这些服务(包括 Gmail、Google 日历、云端硬盘、Meet、Chat 和文档)以及为这些服务配置设置。随后,他们将学习如何部署和管理 Gemini,以赋能用户。最后,学员将了解 AppSheet 和 Apps 脚本的应用场景,学习如何使用它们自动执行任务并扩展 Google Workspace 应用的功能。
In this course you will learn how to use the new generative AI features in Dialogflow CX to create virtual agents that can have more natural and engaging conversations with customers. Discover how to deploy generative fallback responses to gracefully handle errors and omissions in customer conversations, deploy generators to increase intent coverage, and structure, ingest, and manage data in a data store. And explore how to deploy and maintain generative AI agents using your data, and deploy and maintain hybrid agents in combination with existing intent-based design paradigms.
In many IT organizations, incentives are not aligned between developers, who strive for agility, and operators, who focus on stability. Site reliability engineering, or SRE, is how Google aligns incentives between development and operations and does mission-critical production support. Adoption of SRE cultural and technical practices can help improve collaboration between the business and IT. This course introduces key practices of Google SRE and the important role IT and business leaders play in the success of SRE organizational adoption.
本课程旨在帮助学员保护自身 Google Workspace 环境的安全。学员将实施安全系数高的密码政策和两步验证,以管理用户访问权限。然后,他们将利用安全调查工具主动识别和应对安全风险。接下来,他们将管理第三方应用访问权限和移动设备,以确保安全性。最后,学员将强制执行邮件安全和合规措施,以保护组织数据。
This course discusses the upgrade process for Apigee hybrid, and teaches you how to monitor and troubleshoot the hybrid runtime plane components.
本课程能让机器学习从业者掌握评估生成式和预测式 AI 模型的基本工具、方法和最佳实践。要确保机器学习系统在实际运用中提供可靠、准确、高效的结果,做好模型评估至关重要。 学员将深入了解各项评估指标、方法及如何在不同模型类型和任务中适当应用这些指标和方法。课程将着重介绍生成式 AI 模型带来的独特挑战,并提供有效解决这些挑战的策略。通过利用 Google Cloud 的 Vertex AI Platform,学员可学习如何在模型选择、优化和持续监控工作中实施卓有成效的评估流程。
This course helps you understand how to use Chronicle to properly handle security incidents.
Introduction to Cloud Identity serves as the starting place for any new Cloud Identity, Identity/Access Management/Mobile Device Management admins as they begin their journey of managing and establishing security and access management best practices for their organization. This 15-30 hour accelerated, one-week course will leave you feeling confident to utilize the basic functions of the Admin Console to manage users, control access to services, configure common security settings, and much more. Through a series of introductory lessons, step-by-step hands-on exercises, Google knowledge resources, and knowledge checks, learners can expect to leave this training with all of the skills they need to get started as new Cloud Identity Administrators.
本课程旨在帮助学员掌握在 Google Workspace 环境中管理数据的技能。学员将探索如何在 Gmail 和云端硬盘中利用数据泄露防护规则来防止数据泄露。然后学习如何使用 Google 保险柜来保留、保存和检索数据。接着,学员将学习如何配置数据区域和导出设置,以遵循监管法规。最后,学员将了解如何使用标签对数据进行分类,以强化组织管理并提升安全性。
This course goes beyond the basics of Data Studio to explore the powerful features and capabilities of Data Studio Pro. Learn how to leverage team workspaces for efficient collaboration, enhance data security and administration, and utilize Google Cloud Customer Care for support. Discover premium features that elevate your data visualization and reporting capabilities. This course is designed for users who already have a foundational understanding of Data Studio and want to unlock its full potential for their business or organization.
This course, Chronicle SOAR Fundamentals - Locales, is intended for non-English learners. If you want to take this course in English, please enroll in Chronicle SOAR Fundamentals. This course will familiarize you with the core functionality of Chronicle, including the user interface, connections, and settings.
Cloud technology on its own only provides a fraction of the true value to a business; When combined with data–lots and lots of it–it has the power to truly unlock value and create new experiences for customers. In this course, you'll learn what data is, historical ways companies have used it to make decisions, and why it is so critical for machine learning. This course also introduces learners to technical concepts such as structured and unstructured data. database, data warehouse, and data lakes. It then covers the most common and fastest growing Google Cloud products around data.
Migration from MySQL to Cloud Spanner using Dataflow that includes sample mock data and all necessary steps with initial assessment to validation including taking care of migrating users and grants.
本课程旨在帮助 Google Workspace 管理员排查常见的 Google Workspace 问题。学员将练习诊断并解决 Gmail、日历和云端硬盘中的问题,并了解管理控制台的使用方法。学员还将体验如何分析审核日志以排查安全问题,以及收集信息并使用可用资源来排查并报告技术问题。
In this introductory course, you'll learn how Looker can help you explore, analyze, and visualize your data to drive better decisions. Through a combination of video lectures and demos, you'll discover how to connect to various data sources, build interactive dashboards, and perform effective data analysis. Whether you're a data analyst, BI analyst, data scientist or business user, this course will equip you with the foundational knowledge to start using Looker effectively, regardless of your background.
Take these next steps to learn more about the Google Security Operations Platform. Build on fundamental knowledge to go deeper on customization and tuning.
This course equips learners with the essential knowledge and practical tools to develop and implement artificial intelligence (AI) responsibly. Through an exploration of ethical considerations, best practices, and governance procedures, participants will gain an understanding of how to navigate the complex landscape of AI while upholding ethical standards and minimizing potential risks.
本课程旨在帮助您了解 Google Workspace 中的用户和资源管理流程。学员将探索如何根据组织的需求配置组织部门。此外,学员还将了解如何管理各种类型的 Google 群组。他们还将掌握在 Google Workspace 中管理网域设置的专业知识。最后,学员将掌握如何在 Google Workspace 环境中优化和构建资源。
Enterprises of all sizes have trouble making their information readily accessible to employees and customers alike. Internal documentation is frequently scattered across wikis, file shares, and databases. Similarly, consumer-facing sites often offer a vast selection of products, services, and information, but customers are frustrated by ineffective site search and navigation capabilities. This course teaches you to use Generative AI App Builder to integrate enterprise-grade generative AI search.
This course teaches you how to administer Google AppSheet, a no-code app development platform. In this course, you learn how to plan an AppSheet rollout strategy in your enterprise. You also learn how to manage AppSheet teams by using the standard or organizational model, and how to implement governance policies. We discuss how data sources and sample apps can be shared within the enterprise, and the options available for external integration and monitoring with AppSheet.
This course builds on some of the concepts covered in the earlier Google Sheets course. In this course, you will learn how to apply and customize themes In Google Sheets, and explore conditional formatting options. You will learn about some of Google Sheets’ advanced formulas and functions. You will explore how to create formulas using functions, and you will also learn how to reference and validate your data in a Google Sheet. Spreadsheets can hold millions of numbers, formulas, and text. Making sense of all of that data can be difficult without a summary or visualization. This course explores the data visualization options in Google Sheets, such as charts and pivot tables. Google Forms are online surveys used to collect data and provide the opportunity for quick data analysis. You will explore how Forms and Sheets work together by connecting collected Form data to a spreadsheet, or by creating a Form from an existing spreadsheet.
This course introduces the SOAR component of Google SecOps, guiding learners through setup, response automation, and reporting. With demos, hands-on examples, and quizzes, participants will learn how to simplify investigations and make day-to-day security operations more efficient. The course is designed around short videos, averaging about five minutes each, divided into granular topics to support different learning styles and fit into the time learners have available.
Learn how public sector agencies and academic researchers leverage Google Earth Engine to distill meaningful insights from petabytes of Earth Observation at planetary scale. Google Earth Engine is a fully managed geospatial platform that has enabled research for more than a decade in environmental areas such as forestry, agriculture, water, and sustainability.
Learn about the fundamental features of Security Command Center on Google Cloud. Spend time in this course to understand assets, detection and compliance. Security Command Center is a key part of your Google Cloud security journey, complete these modules and quiz to earn a completion badge.
“生成式 AI 应用:改变工作方式”是 Generative AI Leader 学习路线的第四门课程。本课程介绍 Google 的生成式 AI 应用,例如 Gemini for Workspace 和 NotebookLM。它将引导您逐一了解接地、检索增强生成、构建有效提示和构建自动化工作流等概念。
“生成式 AI:全面了解生成式 AI”是“Gen AI Leader”学习路线中的第三门课程。生成式 AI 正在改变我们的工作方式以及与世界的互动方式。作为领导者,应该如何利用生成式 AI 来推动实际业务成果?在本课程中,您将探索构建生成式 AI 解决方案的不同层级、Google Cloud 的产品/服务,以及选择解决方案时需要考虑的因素。
This course provides an introduction to databases and summarized the differences in the main database technologies. This course will also introduce you to Looker and how Looker scales as a modern data platform. In the lessons, you will build and maintain standard Looker data models and establish the foundation necessary to learn Looker's more advanced features.
Moving to the cloud creates numerous opportunities to start working in a new way and it empowers the workforce to better collaborate and innovate. But it’s also a big change. Sometimes the success of the change hinges not on the change itself, but on how it’s managed. This course will help people managers to understand some of the key challenges associated with cloud adoption, and provide them with a verified in-the-field framework that will assist them in supporting their teams on the change journey. By addressing the human factor of moving to the cloud, organizations increase their chances of realizing business objectives and investing in their future talent.
在本课程中,您将深入了解设计、构建和维护强大的 Gemini Enterprise for Customer Experience (GECX) 解决方案所必需的主题。做好准备,改变您对可能性的理解,并创建可提升客户满意度的架构。本课程旨在向您介绍 GECX 的架构。您将探索构建和实现对话式 AI 解决方案(包括关键架构组件和集成)的主要注意事项。您还将探索与 Gemini Enterprise Agent Platform 的集成,并大致了解 GECX 的主要功能。
生成式 AI:不只是聊天机器人是 Gen AI Leader 学习路线的第一门课程,没有前提条件要求。本课程旨在带您超越对聊天机器人的浅层认知,深入挖掘生成式 AI 为您的组织带来的真正潜力。您将探索基础模型和提示工程等概念,它们对于利用生成式 AI 的强大功能至关重要。本课程还将提供指导,让您了解在为组织制定成功的生成式 AI 策略时,应考虑哪些重要因素。
This course discusses how environments are managed in Apigee hybrid, and how runtime plane components are secured. You will also learn how to deploy and debug API proxies in Apigee hybrid, and about capacity planning and scaling.
本课程专为专业医护人员设计,旨在深入浅出地介绍生成式 AI(人工智能领域的最新突破)以及推动其发展的大语言模型 (LLM)。了解生成式 AI 在医疗保健领域的实际应用,并掌握根据目标编写有效提示的技巧。
Go from AI basics to proficiency in under 50 minutes with AI Boost Bootcamp. Based on Google’s own proven internal training, this course empowers you to master Gemini at work (across Google Workspace and Gemini Enterprise). Learn how to write effective prompts and use Gemini for project management, creating compelling presentations, aligning your stakeholders in a productive meeting, and communicate with speed and precision. You’ll also get an intro to AI agents with Gemini Enterprise. Start amplifying your unique skills and earn your completion badge today.
您可以利用強大的生成式 AI 打造智慧型自動化代理。完成本課程後,您將瞭解如何開發資料儲存庫代理,自動從網站、文件或結構化資料中擷取並彙整資訊,即時回答複雜問題。這種新型代理能提供靈活、準確的答案,還會附上原始來源網址,而且設定相當便捷,讓您從此告別靜態常見問題集。
Unleash Team Potential: Assess Learning Needs Using GenAI offers practical guidance on using generative AI to perform skill assessment and career development recommendations, thus empowering leaders to elevate team performance, foster talent growth, and bridge skill gaps to achieve success.
本视频介绍了如何使用 Gemini Gem 构建个性化的“Work with Me”智能体,帮助您简化基础反馈,让会议更具战略性和效率。
本视频介绍了如何使用 Gemini 消除繁琐的手动数据录入。了解如何拍摄数据照片或截取数据屏幕截图(来自 PDF、纸质文档或图片),然后提示 Gemini 立即将其转换为结构化的 Google 表格。探索这个简单技巧,让 Gemini 成为您的个人数据录入助理,节省大量转写数据的时间。只需拍照、撰写提示并导出即可!
完成入门级使用 Gemini Enterprise 编排多智能体工作流技能徽章课程,展示您在以下方面的技能:使用由 Gemini Enterprise 提供支持的智能体助理整合来自第一方和第三方来源的数据、制作多媒体营销材料,以及跨系统自动执行业务操作。 技能徽章通过动手实验和挑战赛形式的评估,检验您对特定产品的实际知识掌握情况。完成课程即可获得徽章,也可直接参加实验室挑战赛,快速获得徽章。徽章可证明您掌握技能的熟练程度,提升您的专业形象,最终助您获得更多职业机会。欢迎访问您的个人资料,跟踪您已获得的徽章。
Take your marketing skills to the next level in under 50 minutes with AI Boost Bootcamp. Based on Google’s own proven internal training, this course empowers you to master Gemini for marketing (across Google Workspace and Gemini Enterprise). Learn how to use Gemini for market research, campaign execution, content creation at scale, and performance reporting. You’ll also learn how to build custom AI agents for marketing with Gemini Enterprise. Start amplifying your unique skills and earn your completion badge today.
Learn how to use Gemini Notebook to create a personalized study guide for the Professional Data Engineer certification exam. You'll review Gemini Notebook features, create a notebook in Gemini Notebook, and learn how to use a study guide to practice for a certification exam.
探索如何使用 Google 的智能体开发套件 (ADK) 和 Google Cloud 强大的基础设施来构建和部署多智能体系统。您将学习如何设计分层智能体树和确定性工作流智能体,同时确定理想的托管环境(从无服务器 Cloud Run 到高性能 GKE),以确保您的 AI 智能体安全、可伸缩且可用于生产用途。
了解如何使用智能体开发套件 (ADK) 构建可用于生产用途的复杂 AI 智能体。本课程介绍了 ADK 的开源框架,助力开发者从简单的提示工程跨越到代码优先的结构化软件开发方法,从而构建企业级多智能体系统。
本课程致力于为您提供所需的知识和工具,让您能够了解 MLOps 团队在部署和管理生成式 AI 模型以及探索 Vertex AI 如何帮助 AI 团队简化 MLOps 流程时面临的独特挑战,并帮助您在生成式 AI 项目中取得成功。
本课程教您如何使用深度学习来创建图片标注模型。您将了解图片标注模型的不同组成部分,例如编码器和解码器,以及如何训练和评估模型。学完本课程,您将能够自行创建图片标注模型并用来生成图片说明。
本课程向您介绍 Transformer 架构和 Bidirectional Encoder Representations from Transformers (BERT) 模型。您将了解 Transformer 架构的主要组成部分,例如自注意力机制,以及该架构如何用于构建 BERT 模型。您还将了解可以使用 BERT 的不同任务,例如文本分类、问答和自然语言推理。完成本课程估计需要大约 45 分钟。
本课程将向您介绍注意力机制,这是一种强大的技术,可令神经网络专注于输入序列的特定部分。您将了解注意力的工作原理,以及如何使用它来提高各种机器学习任务的性能,包括机器翻译、文本摘要和问题解答。
本课程将介绍 Google Vids,这是 Google Workspace 中一款由 AI 赋能的创作工具,可帮助您将原始文档转换为专业、引人入胜的视频,无需任何编辑经验。您将学习如何使用模板和自动化工具快速生成草稿,以及如何通过基于转写稿的编辑、动态视觉增强和自定义音乐来定制内容。最后,您将探索如何集成 AI 虚拟形象和旁白,在各种业务场景中无缝讲解演示文稿。
本课程简要介绍了编码器-解码器架构,这是一种功能强大且常见的机器学习架构,适用于机器翻译、文本摘要和问答等 sequence-to-sequence 任务。您将了解编码器-解码器架构的主要组成部分,以及如何训练和部署这些模型。在相应的实验演示中,您将在 TensorFlow 中从头编写简单的编码器-解码器架构实现代码,以用于诗歌生成。
本课程向您介绍扩散模型。这类机器学习模型最近在图像生成领域展现出了巨大潜力。扩散模型的灵感来源于物理学,特别是热力学。过去几年内,扩散模型成为热门研究主题并在整个行业开始流行。Google Cloud 上许多先进的图像生成模型和工具都是以扩散模型为基础构建的。本课程向您介绍扩散模型背后的理论,以及如何在 Vertex AI 上训练和部署此类模型。
本视频介绍了如何创建自己的 Gemini Gem,这是一种高级 AI 功能,可以自动执行重复性任务并大幅提升工作效率。
In this video, you'll learn to use Gemini as your personal data analyst. Master the art of turning screenshot "spaghetti" charts into clear strategic insights by asking plain-English questions about the patterns you see.
本课程旨在让对话设计师和构建者掌握相关概念和实用技能,以便使用 Customer Experience Agent Studio (CX Agent Studio) 设计、构建和测试复杂的多智能体多模态客户体验智能体。
This course provides a comprehensive, end-to-end exploration of Google SecOps SIEM, guiding learners from foundational concepts to advanced investigation and detection engineering. Participants will gain hands-on experience with data ingestion, normalization, RBAC configuration, searching, and dashboarding using both legacy and native capabilities. Through structured modules, demos, and curated examples, the course emphasizes real-world investigation workflows, UDM-based analytics, and YARA-L rule development. By the end of the course, learners will be equipped to operationalize SIEM effectively within their environment and build scalable processes for detection, investigation, and reporting.
Artificial Intelligence (AI) offers transformative possibilities, but it also introduces new security challenges. This course equips security and data protection leaders with strategies to securely manage AI within their organizations. Learn a framework for proactively identifying and mitigating AI-specific risks, protecting sensitive data, ensuring compliance, and building a resilient AI infrastructure. Pick use cases from four different industries to explore how these strategies apply in real-world scenarios.
欢迎学习“AI 基础设施:网络组建和管理技术”课程。 在本课程中,您将学习如何利用 Google Cloud 的高带宽、低延迟基础设施,优化 AI 系统所有组件之间的数据传输和通信。学完本课程后,您将了解网络组建和管理在整个 AI 流水线(从数据注入、训练到推理)中发挥的关键作用,并能够应用最佳实践来确保您的工作负载以最高速度运行。
This course is designed for developers looking to build an optimized AI inference stack on Google Cloud. Whether you’re working with GPUs or TPUs, you’ll explore the fundamental components of an inference stack, learn design principles for maximizing performance and reliability, and explore practical techniques to take your workloads from 0 to 1. Explore other content in the Gemini Enterprise Agent Ready (GEAR) program.
This course is for developers interested in learning how to use TPUs for inference—from architecture to deployment, and how to solve common implementation challenges. Explore other content in the Gemini Enterprise Agent Ready (GEAR) program.
欢迎学习 Cloud TPU 课程。我们将探讨 TPU 在不同场景下的优势和劣势,并比较不同的 TPU 加速器,以帮助您选择合适的加速器。您将了解可通过哪些策略充分提高 AI 模型的性能和效率,并理解 GPU/TPU 互操作性对于创建灵活的机器学习工作流程的重要性。通过引人入胜的课程内容和实际演示,您将逐步了解如何有效利用 TPU。
准备好探索 AI Hypercomputer 了吗?这门课程将带您轻松入门!我们将介绍相关基础知识,并阐释它们如何助力 AI 处理 AI 工作负载。您将了解超级计算机内部的各个组件,如 GPU、TPU 和 CPU,并知晓如何根据您的需求选择合适的部署方法。
对 AI 背后的强大硬件感到好奇吗?本单元将详细讲解性能经过优化的 AI 计算机,向您展示它们为何如此重要。我们将探讨 CPU、GPU 和 TPU 如何让 AI 任务高速运行,介绍它们各自的特点,并说明 AI 软件是如何充分发挥这些硬件的性能的。学习结束后,您将清楚地知道如何为自己的 AI 项目选择合适的 GPU,从而为 AI 工作负载做出明智的决策。
Identify critical assets and their compliance requirements.
This course teaches contact center agents about the core agent features and functionality in Contact Center as a Service (CCaaS). CCaaS is a unified contact center platform that accelerates an organization's ability to leverage and deploy contact centers without relying on multiple technology providers. This course is most appropriate for those who handle consumer interactions via chat and call.
Unleash the power of language models with fine-tuning. In this course, you will learn how to adjust a pre-trained model to a specific task. You will start with full-parameter fine-tuning using a small language model. To tune larger models like Gemma, you will learn parameter-efficient techniques with a focus on LoRA. Finally, you will be briefly introduced to reinforcement learning as an alternative to supervised fine-tuning (SFT). You will also explore how AI is imagined and made sense of in cultural contexts. You will consider why responsible AI is not just about technical safety but also about building governance systems that reflect community values and protect the public interest.
Learn how to use Gemini Notebook to create a personalized study guide for the Associate Cloud Engineer certification exam. You'll review Gemini Notebook features, create a notebook in Gemini Notebook , and learn how to use a study guide to practice for a certification exam.
Looking to simplify your operations, reduce costs, and drive innovation? This course helps you choose the right solutions to run your Oracle workloads on Google Cloud. Enabling you to take full advantage of Google Cloud's industry-leading infrastructure, powerful data analytics, and cutting-edge AI services.
In this course, you'll gain a solid understanding of Google Distributed Cloud (GDC) Sandbox—a cost-effective and accessible environment for building, testing, and evaluating GDC solutions. You'll explore the GDC Sandbox's architecture, key features, and service offerings and see how they enable real-world use cases. Most importantly, you'll observe demonstrations on performing essential operational tasks, such as deploying virtual machines and containers. By the end, you'll be equipped to confidently navigate the GDC Sandbox environment.
生成式 AI:剖析基本概念是“Gen AI Leader”学习路线的第二门课程。在本课程中,您将探索 AI、机器学习和生成式 AI 之间的差异,了解各种数据类型如何赋能生成式 AI 来应对业务挑战,从而了解生成式 AI 的基本概念。您还将深入了解 Google Cloud 应对基础模型局限性的策略,以及负责任和安全的 AI 开发与部署面临哪些关键挑战。
Ready to build an AI-ready future for your SAP applications? Modernization isn't just about moving to the cloud anymore—it’s about centralizing your enterprise data so AI agents have the context to make accurate and real-time decisions. In this course, you'll walk away with a clear mental model of the different options to deploy your SAP landscape, centralize your enterprise data, and build impactful agentic solutions.
This mini-course will empower users to understand Network Observability in Google Cloud to gain comprehensive visibility into their network traffic, proactively identify issues, and optimize their infrastructure. By understanding how Network Observability works in Google Cloud, organizations can ensure seamless application delivery and enhance their overall cloud architecture and operations.
在一个 AI 能在数秒内生成创意的世界里,真正的创新如今在于人类独有的批判性思维能力。本课程探讨了人类智慧与机器智能的动态交融,将人类角色从简单地提供快速答案转变为进行高水平的判断。 通过实操互动和真实场景模拟,您将不再仅仅把 AI 视为一种捷径,而是学会将其作为战略思维的合作伙伴来运用。您将掌握处理 AI 输出中看似完美实则有瑕疵的内容所需的技能 - 通过优化、质疑和验证信息,将泛泛的生成结果转化为专业级的高价值成果,让您能够自信地将其纳为己用。
Organizations need to learn fast to keep up with rapidly evolving technology, especially AI. The demand for new skills is constantly rising for all staff. This course shows how top leaders prioritize AI training. You'll learn to future-proof your organization and set up effective learning programs using Google Skills. Discover how to leverage ready-made materials, design custom experiences, and adapt blended learning strategies for positive business and employee returns.
Learn how to use Gemini Notebook to create a personalized study guide for the Professional Cloud Network Engineer certification exam. You'll review Gemini Notebook features, add sources to your notebook, and learn how to personalize your Gemini Notebook experience to study for the exam.
This training course introduces Cloud NGFW. Topics include how Cloud NGFW provides centralized firewall management, centralized firewall visibility, advanced threat protection, and firewall insights.
Achieve superior price-performance and efficiency in your cloud environment with Google Axion processors. In this course, you’ll learn to identify ideal workloads for the C4A and N4A VM families and leverage tools like SystemReady VE for a seamless, low-risk application migration.
In this course, the first in the Configure Google Kubernetes Engine Networking series, you'll learn how to use the Google Cloud Architecture Center to get started designing a VPC networking solution to support a GKE infrastructure.
探索从任务驱动型工作流到以人为本的 AI 编排的重大转变。您将学习如何从战略层面区分增强和自动化,以及如何平衡机器效率与人类直觉。
本课程介绍了 Responsible AI 的概念和 AI 原则,还介绍了在 AI/机器学习实践中识别公平性与偏见以及减少偏见的实用技巧,同时探索了使用 Google Cloud 产品和开源工具来实施 Responsible AI 最佳实践的实用方法和工具。
Learn how to use Security Command Center (SCC) to triage vulnerabilities and misconfigurations identified by platform security detectors.
本课程旨在帮助 Google Workspace 用户高效地自动执行跨应用任务,从而显著提高工作效率并简化日常运营。学员将掌握设计和配置自动化操作以及在 Google Workspace Studio 中自定义步骤的实用技能。
This course introduces participants to MLOps tools and best practices for deploying, evaluating, monitoring and operating production ML systems on Google Cloud. MLOps is a discipline focused on the deployment, testing, monitoring, and automation of ML systems in production. Machine Learning Engineering professionals use tools for continuous improvement and evaluation of deployed models. They work with (or can be) Data Scientists, who develop models, to enable velocity and rigor in deploying the best performing models.
In this second installment of the Dataflow course series, we are going to be diving deeper on developing pipelines using the Beam SDK. We start with a review of Apache Beam concepts. Next, we discuss processing streaming data using windows, watermarks and triggers. We then cover options for sources and sinks in your pipelines, schemas to express your structured data, and how to do stateful transformations using State and Timer APIs. We move onto reviewing best practices that help maximize your pipeline performance. Towards the end of the course, we introduce SQL and Dataframes to represent your business logic in Beam and how to iteratively develop pipelines using Beam notebooks.
Learn how to use Gemini Notebook to create a personalized study guide for the Professional Cloud Security Engineer certification exam. You'll review Gemini Notebook features, create a notebook, and learn how to use a study guide to practice for the certification exam.
本课程介绍 Vertex AI Studio,这是一种用于与生成式 AI 模型交互、围绕业务创意进行原型设计并在生产环境中落地的工具。通过沉浸式应用场景、富有吸引力的课程和实操实验,您将探索从提示到产品的整个生命周期,了解如何将 Vertex AI Studio 用于多模态 Gemini 应用、提示设计、提示工程和模型调优。本课程的目的在于帮助您利用 Vertex AI Studio,在自己的项目中充分发掘生成式 AI 的潜力。
This video covers how to use the Gemini side panel in Gmail to analyze long email threads, identify technical owners, and draft escalations to resolve customer crises.
This video covers how to use the "Share" feature in Gemini to distribute custom Gems to teammates, managing permissions and file access to scale expertise across your organization.
In this video, you'll learn to use Gemini Deep Research to support your child's education. Master the art of prompting for deep dives that provide quick refreshers for parents and fun, engaging details to spark your child's curiosity.
本视频介绍如何使用 Google 表格中的“问问 Gemini”功能,通过简单的自然语言命令对数据进行排序、过滤、突出显示和总结。
本视频介绍如何构建和使用自定义 Gem(一种可重复使用的 AI 助理),将各类散乱的笔记和文章即刻整理成结构清晰的学习指南。
本视频介绍如何使用 Gemini 中的“学习辅导”功能。作为与您并肩协作的 AI 伙伴,Gemini 能通过提问和互动工具,帮助您深入理解相关知识。
本视频介绍了如何使用 Gemini Canvas,通过一种名为“氛围编程”的技术,将简单的应用绘图转换为功能原型。
In this video, you'll learn to use Gemini in Google Sheets for advanced data analysis. You'll learn how to create data visualizations, like a scatter plot, using a simple prompt. You'll also learn how to ask Gemini to analyze your data for strategic insights and recommendations, such as how to save money.
本视频介绍了如何使用 Gemini Deep Research,通过编写细致详尽的提示词来获取一份整合对比报告,助您在面对复杂的消费决策时从容不迫。
This course is part 1 of a 3-course series on Serverless Data Processing with Dataflow. In this first course, we start with a refresher of what Apache Beam is and its relationship with Dataflow. Next, we talk about the Apache Beam vision and the benefits of the Beam Portability framework. The Beam Portability framework achieves the vision that a developer can use their favorite programming language with their preferred execution backend. We then show you how Dataflow allows you to separate compute and storage while saving money, and how identity, access, and management tools interact with your Dataflow pipelines. Lastly, we look at how to implement the right security model for your use case on Dataflow.
In the context of a real-world use case, learn how to use Security Command Center’s virtual red teaming feature to identify risks. Then, learn how attack exposure scores help you prioritize issues and how risk reports keep stakeholders in the loop.
在本课程中,您将了解 Gemini(Google Cloud 推出的一款依托生成式 AI 的协作工具)如何帮助您使用 Google 产品和服务开发、测试、部署和管理应用。在 Gemini 的协助下,您可以学习如何开发和构建 Web 应用、修复应用中的错误、开发测试和查询数据。您可以通过实操实验了解如何利用 Gemini 来改进软件开发生命周期 (SDLC)。 Duet AI 已更名为 Gemini,这是我们的新一代模型。
在本课程中,您将了解 Gemini(Google Cloud 的生成式 AI 赋能的协作工具)如何帮助管理员预配基础设施。您将了解如何通过输入提示来让 Gemini 解释基础设施、GKE 集群的部署,以及现有基础设施的更新。您可以通过实操实验了解如何利用 Gemini 来改进 GKE 部署工作流。 Duet AI 已更名为 Gemini,这是我们的新一代模型。
在本课程中,您将了解 Gemini(Google Cloud 推出的一款依托生成式 AI 的协作工具)如何帮助您保护您的云环境和资源。您将学习如何将示例工作负载部署到 Google Cloud 环境中,以及如何借助 Gemini 识别和修复安全配置错误。您可以通过实操实验了解如何利用 Gemini 来改善云安全状况。 Duet AI 已更名为 Gemini,这是我们的新一代模型。
本课程面向为组织配置 Gemini Code Assist 的 Google Cloud 开发者和 DevOps 工程师,需事先掌握 Google Cloud 控制台的基本知识。本课程介绍了 Gemini Code Assist 的优势,并比较了不同 Gemini Code Assist 版本的功能。本课程还介绍了如何在组织内配置和管理 Gemini Code Assist。
大致了解 AI 智能体的概念。了解 AI 智能体如何通过自主行动和推理来解决复杂问题。您将探索技术架构(模型、工具和编排),该架构使智能体能够学习、规划,并为您实现目标。
了解 AI 智能体如何为业务带来实际影响。您将把智能体类型关联到您的关键绩效指标 (KPI),并探索能够解决实际瓶颈的用例。然后,您将了解 Gemini Enterprise 如何帮助您构建和编排合适的智能体,其范围涵盖从无代码到高代码的各种解决方案。
“生成式 AI 智能体:助力组织转型”是“Gen AI Leader”学习路线中的第五门课程,也是最后一门课程。本课程探讨了组织如何使用量身定制的生成式 AI 智能体,帮助应对特定的业务挑战。您将亲自动手构建一个基本的生成式 AI 智能体,并探索这些智能体的组成部分,例如模型、推理循环以及各种工具。
This quiz tests your GDC Air-Gapped Security Operator Fundamental knowledge.
随着组织将数据和应用迁移到云端,他们必须妥善应对快速变化的安全挑战格局。本课程将探讨云安全基础知识、Google Cloud 基于安全性设计的基础设施的价值以及纵深防御策略,并重点介绍依托 AI 的运营和合规工具如何帮助组织满足严格的全球监管要求。 作为“Cloud Digital Leader 学习路线”的一部分,本课程旨在帮助个人提升职业素养,并为企业谋求未来发展。
在本课程中,您将学习如何利用生成式 playbook 为 Conversational Agents 构建出色的对话体验。您首先会了解 playbook 的大致情况,然后学习如何设置您的首个 playbook。您还将了解测试的重要性,以及配额限制和集成等关键生产注意事项。课程最后将通过一个案例研究展示如何利用 playbook 改变内容生成方向。
本课程为数据库专业人员提供了一套可消除运营孤岛的战略框架。集成了 Gemini 的 Database Center 是一个针对您整个数据库资产的统一指挥控制台;借助该工具,您可以将全托管式服务与部署在 Compute Engine 上的自管数据库整合到一个可观测性信息中心内。本课程将助您掌握 Gemini 辅助的分析洞见功能,实现从被动式问题排查到主动式领导的转型,获得自动执行安全状况管理的能力,强制执行全组织范围的合规性标准,并在性能瓶颈对业务造成冲击之前完成性能优化。
本课程将介绍 AI 智能体的基础知识,并探讨智能体在现实世界中的价值所在。它为想要从自主、目标导向行为的角度理解 AI 系统的开发者、架构师和技术决策者奠定了基础。
将智能体从 localhost 部署到生产环境。本课程将介绍如何将 ADK 智能体部署到 Vertex AI Agent Engine 和 Cloud Run,以及如何通过记忆库实现可选的跨会话记忆功能。
使用 Google 的智能体开发套件 (ADK) 构建、配置和运行您的第一个 AI 智能体,将您对智能体的理解转化为实际应用。 在本实操课程中,您将设置一个完整的 ADK 开发环境,使用 Python 代码和 YAML 配置两种方式创建智能体,并通过多个界面运行智能体。您还将学习定义智能体行为的核心参数,将您在课程 1 中学到的知识应用到实际代码中。 探索 Gemini Enterprise Agent Ready (GEAR) 计划中的其他内容。
You’ve built capable agents with powerful tools—now ensure they operate safely and reliably. Use callbacks as observation points and control mechanisms. Monitor what’s happening, validate inputs and outputs, implement guardrails, and gain confidence that your agents behave in production.
Learn to orchestrate complex multi-agent workflows. This lesson teaches you to choose the right workflow patterns, manage state across agents, understand when custom logic is needed, and introduces distributed agent systems with A2A Protocol.
Learn to coordinate multiple specialized agents working together. This lesson teaches you when to use multi-agent systems, how to orchestrate agents with workflow patterns, and how agents communicate through shared state. By the end, you’ll build a complete multi-agent application.
在本课程中,您将全面了解 Google Cloud 提供的存储解决方案,这些解决方案专为 AI 和高性能计算 (HPC) 工作负载量身定制。您将学习如何为机器学习生命周期的各个阶段选择合适的存储选项。您将探索如何在训练期间优化 I/O 性能,管理海量数据集以进行数据准备,以及以低延迟部署模型制品。通过实际案例和演示,您将获得设计可靠存储解决方案所需的专业知识,从而加速 AI 创新。
人工智能 (AI) 具备巨大的变革潜力,但也带来了新的安全挑战。本课程专为负责安全性和数据保护的领导者而设计,助其运用相关策略在组织内安全管理 AI。学习一个有助于实现以下目标的框架:主动识别并减轻 AI 特有的风险,保护敏感数据,确保遵从法规,构建弹性 AI 基础设施。通过四个不同行业的精选用例,探索这些策略如何应用于现实场景。
This video covers how to upload customer usage spreadsheets to Gemini and use natural language prompts to identify adoption trends and specific upsell opportunities.
This video covers how to build a Strategic Challenger Gem to stress-test your initiatives. You'll learn a framework to force friction and evaluate ideas across multiple stakeholder perspectives before presenting them.
This video covers how to use Gemini Notebook as a personal sales consultant to synthesize massive collections of client documents into clear, winning pitches and on-demand Q&A guides.
This video covers how to use Agent Designer in Gemini Enterprise to build a custom Brand Checker agent that audits content and images for compliance.
This video covers the fundamentals of Gemini Enterprise, demonstrating how to use the admin console, connect external databases, and deploy custom, no-code AI agents.
This video covers how to use Gemini's audio generation capabilities to compose custom, royalty-free audio and soundtrack files for your marketing videos and social posts.
This video covers the five essential ingredients of the ABCDQ prompting framework, showing you how to craft clear, highly accurate prompts to get the absolute best results from Gemini.
This video covers how to build no-code automations in Google Workspace Studio that bridge communication gaps between global operations and regional execution teams.
This video covers how to use Google Vids to transform presentation decks into fully animated product overview videos, complete with AI voiceovers and Veo-generated motion clips.
This video covers how to use Gemini in Docs to multiply a single whitepaper or PDF into a comprehensive suite of marketing assets - from landing pages and LinkedIn posts to email nurtures.
This video covers how to use Gemini Canvas to generate a slide deck from a campaign brief, and how to leverage Google Slides' generative design features to create custom visuals and timelines.
This video covers how to use the Gemini side panel in Google Sheets to import unstructured meeting notes from Drive and automatically generate a unified, status-tracked project roadmap.
This video covers how to use Gemini Canvas to synthesize meeting notes, performance data, and surveys from Google Drive into a structured campaign brief, and how to export it to Google Docs for collaborative editing.
This video covers how to use Gemini Notebook's customization features, specifically custom cover images and welcome summaries, to professionalize and brand your shared notebooks for teams and public distribution.
In this video, you'll learn to streamline your email workflow using Gemini. Master the art of generating to-do lists from your inbox, crafting specific outreach prompts for better results, and polishing your drafts to perfection.
In this video, you'll learn to build a custom Gemini Gem that acts as your personal executive advisor. Master the art of defining instructions and uploading "knowledge" files to create a partner that helps you strategize and lead with confidence.
This video covers how to use Google Workspace Studio to build AI agents using "Starters," "Steps," and "Variables" to automate workflows without writing code.
In this video, you'll learn to turn still images into dynamic videos using Gemini. Master the art of prompting for motion and audio to animate sketches and photographs, instantly elevating your visual storytelling.
In this video, you'll learn to create dynamic visualizations in Google Sheets without the manual setup. Master the art of prompting Gemini to generate charts for marketing campaigns, sales projections, or inventory trends, and learn how to customize them to fit your needs.
This video covers how to use Gemini features like "Help me schedule," "Take notes for me," and automatic meeting summaries to streamline scheduling, participation, and post-meeting follow-up.
This video covers how to use Gemini in Gmail to draft announcements, refine the tone of your message, and generate context-aware replies that match your personal writing style.
This video covers how to use Gemini in Gmail to summarize meeting threads, draft action plans using Drive references, and schedule events directly from email text.
In this video, you'll learn to use Nano Banana Pro to create visually compelling slides. Master the art of using AI to turn data into infographics, "beautify" messy content, and generate on-brand cover slides in seconds.
In this video, you'll learn to use Gemini in Google Slides to build polished presentations efficiently. You'll see how to create slides by referencing content directly from your Google Drive files using the "@" symbol. You'll also learn to generate custom, professional images from a simple text prompt to visually enhance your presentation.
本视频将为您介绍使用 Gemini Deep Research 的专业提示,包括如何设定角色、指定输出格式,以及如何引导搜索以进行全面的竞争力评估。
本视频介绍如何使用 Gmail 中的 Gemini 来管理 Google 日历,包括在侧边栏中询问日程,以及使用一键“添加到日历”功能将邮件中检测到的活动添加到日历。
本视频介绍了如何使用 Gemini Deep Research 自动进行竞争分析,并在几分钟内生成一份关于竞争对手营销活动的详尽报告。
本视频将为您介绍一种“混搭”图像生成技术:先分别生成主体与场景,再利用最终提示词将二者融合成一张全新图片。
本视频介绍如何使用 Gemini 应用中的新功能,创作出既富有想象力又与您本人神似的自画像,以及如何将多张照片融合成一个新场景。
本视频介绍了如何使用 AI 助理高效策划大型团队活动,涵盖创意构思、会务后勤到活动后的效果复盘分析。
In this video, you'll learn to use Gemini in Google Sheets to automatically generate organized trackers from unstructured data. You'll learn how to write a prompt that references other Google Drive files using the "@" symbol. You'll also see how Gemini builds a fully formatted, color-coded table with drop-down menus based on the data in your notes, saving you significant manual effort.
本视频介绍如何在 Gemini Canvas 中使用简单的文本提示词,构建一个互动式 3D 太阳系模拟器,并为其添加教育功能。
In this video, you'll learn to use the =AI() function in Google Sheets to automate your work. You'll see how to generate text like slogans, summarize paragraphs of customer feedback, and categorize data by classifying inquiries and analyzing sentiment.
This course teaches data practitioners how to use the Data Science Agent to accelerate the ML lifecycle. By moving beyond simple code generation, you'll learn to solve the "human-in-the-middle" bottleneck through environment orchestration and context-aware reasoning. Learn to leverage agentic prompting and environment orchestration to transform your data science workflow from manual coding to strategic automation.
本视频介绍如何在 Gemini Canvas 中使用描述性文本提示词,生成复杂的动画视觉艺术作品,例如动态排版。
本视频介绍了如何使用 Gemini Canvas 中的“创建”菜单,将大段文字立即转换为信息图和网页等视觉内容。
本视频介绍如何向 Gemini Canvas 输入一条简单的提示词来描述应用功能与外观设计,从而构建番茄钟计时器等专属的个人实用工具应用。
本视频介绍了如何在 Gemini 应用中使用多轮编辑功能逐步构建场景,以及如何通过将一个对象的风格转移到另一个对象来“改换”照片风格。
本视频介绍如何在 Gemini Canvas 中使用简单的文本提示词,将数据转化为引人入胜的动态条形图竞赛图表。
本视频介绍如何在 Gemini Canvas 中使用简单的文本提示词,构建并定制一个可实际运行的个性化天气应用原型。
本视频介绍了如何使用 Gemini Deep Research 和创意提示词,将复杂信息转化为有趣的个性化分析,例如体育球探报告和对阵图。
In this video, you'll learn to create "what if" scenarios using AI's reasoning. You'll see how to set a "before" scene with a person holding a cake, prompt an action by asking "what would happen if they tripped?", and let the AI generate the plausible "after" image of the cake falling.
本视频介绍如何将个人笔记上传到 Gemini Canvas,并使用简单的提示词创建包含各种题型的互动式测验。
本视频介绍如何向 Gemini Canvas 输入一条简短的提示词,即可打造、定制并分享专属的可玩游戏(例如井字棋)。
本视频介绍了如何在 Gmail 中使用 Gemini 起草新邮件、调整语气、结合云端硬盘文件的上下文进行回复,以及使用智能回复建议。
本视频介绍了如何使用 Google 文档中的“帮我创作”功能,通过引用云端硬盘中其他文件的内容,生成格式完整的文档。
本视频介绍如何使用 Gmail 中的 Gemini 来总结邮件、查找信息和起草回复,帮助您更高效地管理收件箱。
本视频介绍如何借助 Gemini 与 Apps 脚本,实现跨 Google Workspace 各项手动任务的自动化。您将学习如何编写提示词让 Gemini 生成 Apps 脚本代码,从而在 Google 表格中自动为未标记为“完成”的任务起草邮件提醒。几乎无需任何技术专业背景,即可实现工作流自动化,从而腾出时间专注于更重要的工作,彻底告别繁琐的手动跟进。
本视频将介绍如何借助 Google 表格中 Gemini 强大的 AI 功能,在数分钟内轻松提取数据并生成分析洞见,完全无需任何技术或编程背景。
本视频将介绍如何在 Google 文档中借助 Gemini 先进的 AI 功能来构思创意、起草各类营销内容,并与团队开展协作。
本视频介绍如何在 Google Workspace 中定制个性化的 Gemini 输出结果。了解如何使用“@”符号将文档和研究论文直接引入提示词,从而获得更具针对性、契合您特定需求的相关 AI 输出。
本视频介绍了提示工程的基础知识,帮助您与 AI 进行有效沟通。学习一个简单的框架(角色设定、任务、背景信息、格式),以便撰写清晰的提示,从而更快地从 Google Workspace 中的 Gemini 获得更理想的结果。了解如何使用自然语言、具体说明和迭代来获得最佳 AI 辅助。
本视频将向您介绍如何利用 AI 识别策略中的弱点和潜在假设。您将学习“挑刺”法,这是一种借助 AI 提示词对方案进行压力测试的简便方法,有助于查漏补缺并强化战略思维。
本视频将介绍如何在 Google Workspace 中使用 Gemini 总结长文档,以便快速获取所需信息并节省时间。您将学习如何使用 Gemini 总结整个文档或仅所选文本,以及如何使用云端硬盘中的 Gemini 跨多个文件进行总结。
本视频将介绍如何创建自己的 Brevity Gem,将杂乱的笔记或长文档总结并转换为清晰、简洁、高管可直接使用的摘要。
本视频将介绍如何利用 Gemini Gem,以领导者的独特口吻撰写真实的社交媒体帖子。了解如何通过写作示例和清晰指令来训练 Gem,从而克服高管社交媒体影响力难以规模化的挑战。了解如何快速生成引人入胜的帖子,在节省时间的同时,提升思想领导力并确保真实性。
AI Boost Bites is a video series designed to help you leverage Google's AI tools in your daily work. Each episode, under 10 minutes, features a quick video demonstrating a real-world AI use case or topic. After the video, you'll get a challenge to apply what you've learned. It's an easy, interactive way to boost your AI skills and improve your productivity.
AI Boost Bites is a video series designed to help you leverage Google's AI tools in your daily work. Each episode, under 10 minutes, features a quick video demonstrating a real-world AI use case or topic. After the video, you'll get a challenge to apply what you've learned. It's an easy, interactive way to boost your AI skills and improve your productivity.
本视频介绍如何在 Gemini Canvas 中使用简单的文本提示词,打造一个配备自定义控件和可弹奏键盘的全交互式音乐合成器。
本视频介绍了如何使用 Gemini Advanced 研究主题、创建演示文稿大纲,以及如何使用 Google 文档中的 Gemini 生成演讲要点。
本视频介绍了如何使用 Google 幻灯片中的 Gemini 自动生成会议回顾并起草跟进邮件,助您精简会后工作流,节省宝贵时间。
本课程介绍如何在 Google 云端硬盘中使用 Gemini 来管理和检索文件。了解如何使用自然语言定位资源、在无需打开文件的情况下通过 AI 概览直接提取特定事实、即时总结多种媒体格式的内容,并将文件集合保存为“项目”以进行可重复的研究。
本课程介绍如何使用 Google Chat 中的 Gemini 来简化商务消息收发。了解如何利用摘要功能过滤通知干扰,使用自然语言搜索功能查找深埋的决策信息,以及借助实时写作工具优化消息语气。
本课程介绍如何使用 Google Meet 中的 Gemini 来提升视频协作体验。了解如何自动生成会议记录、利用实时文本和语音翻译功能、在不打扰他人的情况下快速了解错过的讨论,以及即时优化音视频质量。
本课程将介绍如何利用 Google 幻灯片中的 Gemini 将构思转化为极具视觉冲击力的演示文稿。学习如何通过单个提示词或现有源文档生成结构化幻灯片组,利用自动设计增强功能优化布局,创建自定义矢量图和照片,并动态撰写幻灯片正文及精准的演讲者备注。
本课程介绍如何使用 Google 表格中的 Gemini 自动整理数据和处理复杂数字。了解如何根据原始文本构建表格、使用自然语言自动填充数据、按需生成原生电子表格公式,以及快速提取高级分析洞见或可视化图表,而无需具备高级电子表格专业知识。
本课程介绍如何使用 Google 文档中的 Gemini 来简化写作和内容创作。了解如何从头开始起草文档,使用互动式工具优化写作语气和清晰度,总结复杂文件,以及将长篇文本无缝转换为适用于其他 Google Workspace 应用的结构化资产。
本课程介绍如何使用 Gmail 中的 Gemini 来优化邮件管理。了解如何总结冗长的会话串、使用自然语言检索信息、起草专业回复,以及直接在收件箱中整理沟通策略。
Gemini for Google Workspace 可在 Google Workspace 中为客户提供生成式 AI 功能。在本学习路线中,您将了解 Gemini 的主要功能,以及如何在 Google Workspace 中使用它们来提高工作效率。
As enterprise teams transition to autonomous AI agents, security evolves toward proactive, identity-centric protection. In this course, you will implement a zero-trust security architecture for Cymbal Banking's underwriting platform using the Gemini Enterprise Agent Platform. By deploying a regional Egress Agent Gateway, configuring Model Armor and Semantic Governance (SGP) safety templates, assigning cryptographic SPIFFE identities to agent runtimes, and declaring a VPC-SC perimeter in Terraform, you will protect database boundaries and manage tools with production-grade governance.
Close the gap between general AI capabilities and your domain knowledge through Agent Skills. This course walks you through the full lifecycle of custom skill building, from local scaffolding and testing to enterprise scaling and sharing using Google's agent ecosystem, including Google Antigravity, ADK, and Skill Registry. Additionally, you use Google Agents CLI toolkit to attach skills to standalone 24/7 cloud agents, equipping your team with reliable, autonomous digital coworkers.
在本课程中,您将学习如何在 Google Antigravity 中编排智能体,以极快的速度构建软件。在本实操课程中,您将首先学习如何安装和开始使用 Antigravity。接下来,您将使用 Firebase 为使用 Antigravity 构建的应用启用服务。最后,您将通过提示 Antigravity 中的智能体并行工作,来构建电子游戏《Voyager》。
您已经构建了具有高级配置的智能体,现在可赋予它们实际应用能力。为智能体配备能够搜索网络、执行代码、查询数据库和执行自定义操作的工具。让智能体从“智能回答者”转变为能够自主采取行动的得力助手。 探索 Gemini Enterprise Agent Ready (GEAR) 计划中的其他内容。 加入社区论坛,提出问题并参与讨论。
您已经创建了自己的第一个智能体,现在是时候更进一步了。在本课程中,您将通过学习应用高级指令、模型选择、规划功能以及结构化输出模式来精进技能,将基础 AI 智能体升级为一个精确、专业的智能助理。探索 Gemini Enterprise Agent Ready (GEAR) 计划中的其他内容。 加入社区论坛,提出问题并参与讨论。
您已经构建了能够回答查询的基本 LLM 智能体,现在让我们为其赋予状态。使用会话状态来构建能够维护上下文、记住用户偏好并提供个性化体验的智能体。将智能体从“无状态的回复者”转变为“智能助理”。 探索 Gemini Enterprise Agent Ready (GEAR) 计划中的其他内容。 加入社区论坛,提出问题并参与讨论
了解如何在 Google Cloud 上保护和治理 AI 智能体。本课程提供了一个实用的路线图,可帮助您保护智能体记忆,通过 IAM 和 VPC Service Controls 实施严格的访问权限控制,并部署实时对话防护措施,从而确保企业部署安全合规。
使用 MCP Toolbox for Databases 构建可利用企业数据库的 AI 智能体。您将定义安全的数据库交互工具,并实现智能查询功能(利用向量嵌入、结构化查询)。
在本课程中,您将学习如何将 PDF、网页甚至音频文件等各类不同来源的内容,整合到一个统一的智能工作区中。您将学习与文档“对话”,快速定位特定信息、生成即时摘要,并通过 AI 驱动的引用溯源来验证答案的准确性。
本课程将介绍 Gemini Enterprise,它是一个集 AI 智能体、企业搜索、Gemini Notebook 和智能数据访问功能于一身的强大平台,旨在帮助组织应对各种挑战。学员通过学习真实案例并动手实操,将能够把 Gemini Enterprise 的各项功能与实际的业务需求联系起来,说明 Gemini Enterprise 的架构以及它如何处理不同角色的数据访问和隐私安全问题。
本课程回顾了 Model Armor 的基本安全功能,并让您能够使用该服务。您将了解与 LLM 相关的安全风险,以及 Model Armor 如何保护您的 AI 应用。
本课程全面概述了 Google Cloud 的智能体平台,包括 Vertex AI Agent Builder、Gemini Enterprise、Conversational Agents 和智能体开发套件。学员将了解每项产品的独特功能,区分具体应用场景的最佳解决方案,并获得有关创建搜索和聊天应用的基础知识。
完成 在 Agent Platform 中设计提示入门技能徽章课程,展示以下方面的技能: Agent Platform 中的提示工程、图片分析和多模态生成式技术。探索如何编写有效的提示,指导生成式 AI 输出, 以及将 Gemini 模型应用于真实的营销场景。
随着企业对人工智能和机器学习的应用越来越广泛,以负责任的方式构建这些技术也变得更加重要。但对很多企业而言,真正践行 Responsible AI 并非易事。如果您有意了解如何在组织内践行 Responsible AI,本课程正适合您。 本课程将介绍 Google Cloud 目前如何践行 Responsible AI,以及从中总结的最佳实践和经验教训,便于您以此为框架构建自己的 Responsible AI 方法。
这是一节入门级微课程,旨在解释什么是负责任的 AI、它的重要性,以及 Google 如何在自己的产品中实现负责任的 AI。此外,本课程还介绍了 Google 的 7 个 AI 开发原则。
这是一节入门级微学习课程,探讨什么是大型语言模型 (LLM)、适合的应用场景以及如何使用提示调整来提升 LLM 性能,还介绍了可以帮助您开发自己的 Gen AI 应用的各种 Google 工具。
这是一节入门级微课程,旨在解释什么是生成式 AI、它的用途以及与传统机器学习方法的区别。该课程还介绍了可以帮助您开发自己的生成式 AI 应用的各种 Google 工具。