完成本课程，赢取使用智能体开发套件 (ADK) 构建 AI 智能体中级技能徽章，展示您在以下方面的技能： 提出实际的语言模型研究问题；构建一个简单的词元化器；制作用于训练 Transformer 语言模型的数据集；运行小语言模型的训练循环。
了解详情
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。
了解详情
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。加入社区论坛，提出问题并参与讨论
了解详情
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。
了解详情
AI 智能体代表着超越传统大语言模型 (LLM) 的重大转变：AI 智能体不再仅仅只是生成基于文本的解决方案，更能自主行动来执行这些方案。
本课程将介绍 AI 智能体的基础知识、AI 智能体与 LLM API 的区别，以及 AI 智能体在现实世界中的价值所在。本课程基于 Google 的智能体白皮书，将为您提供必要的理论基础知识，以助您编写首行智能体代码 — 非常适合希望从自主、目标导向行为（而不仅仅是文本生成）的角度理解 AI 系统的开发者、架构师和技术决策者。
加入社区论坛，提出问题并参与讨论。
了解详情
完成中级技能徽章课程通过 BigQuery ML 创建机器学习模型，展示您在以下方面的技能： 使用 BigQuery ML 创建和评估机器学习模型，以执行数据预测。
了解详情
此课程将探索如何使用 AI 功能套件 Gemini in BigQuery 为“数据到 AI”工作流提供助力。其中涉及到的功能包括数据探索和准备、代码生成和问题排查，以及工作流发现和可视化。此课程包含概念解释、真实使用场景以及实操实验等内容，可帮助数据从业者提升效率并加快流水线开发速度。
在本课程中，您将了解 Gemini（Google Cloud 的生成式 AI 赋能的协作工具）如何帮助分析客户数据并预测产品销售情况。此外，您还将了解如何在 BigQuery 中使用客户数据来识别、开发新客户并对其进行分类。通过动手实验，您将体验 Gemini 如何改进数据分析和机器学习工作流。
Duet AI 已更名为 Gemini，这是我们的新一代模型。
了解详情
完成中级技能徽章课程“使用 Gemini 和 Streamlit 开发生成式 AI 应用”，展示您在以下方面的技能： 文本生成、通过 Python SDK 和 Gemini API 应用函数调用，以及通过 Cloud Run 部署 Streamlit 应用。 您将了解如何以不同方式通过提示来让 Gemini 生成文本、使用 Cloud Shell 进行测试，以及如何迭代 Streamlit 应用，随后将其封装成 Docker 容器并部署在 Cloud Run 中。
了解详情
完成“利用氛围编程和 MCP 构建 Cloud 智能应用”课程，即可获得技能徽章。在本课程中，您将学习如何利用 Google 的 AI 编码助理和 MCP 服务器的强大功能。
了解详情
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。
本课程专为各个级别的开发者打造，您将学到 Gemini Code Assist 的核心特性和功能。Gemini Code Assist 依托 AI 技术，可协助您在 Google Cloud 上进行应用开发。从智能代码建议、自动补全、实时错误检测到重构辅助，您将发现 Gemini Code Assist 如何显著提升开发效率和代码质量，帮助您节省宝贵时间，专注于更具价值和趣味性的任务。
了解详情
在本课程中，您将学习如何使用 Google 的可移植 UI 工具包 Flutter 来开发应用，并将开发的应用与 Google 的生成式 AI 模型家族 Gemini 相集成。您还将练习使用 Vertex AI Agent Builder，这是 Google 为构建和管理 AI 智能体及应用而提供的平台。
了解详情
通过使用生成式 AI，提升网站导航体验，从而为您的用户提供更好的搜索体验。在本课程中，您将学习如何通过 Vertex AI Search 为您的网站用户提供生成式搜索体验，使他们能够发现网站提供的内容。作为网站编辑者，您还将学习如何使用生成式 AI 快速且高效地翻译内容，并根据建议对内容进行改进。
了解详情
生成式 AI 应用可以提供大语言模型 (LLM) 问世前几乎不可能实现的全新用户体验。作为应用开发者，您要如何利用生成式 AI 在 Google Cloud 上构建更具吸引力且功能强大的应用？
在本课程中，您将了解生成式 AI 应用，以及如何利用提示设计和检索增强生成 (RAG) 技术，构建使用 LLM 的强大应用。您将了解可用于生产用途且适合生成式 AI 应用的架构，并构建一个基于 LLM 和 RAG 的聊天应用。
了解详情
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。
了解详情
在本课程中，您将了解 Google Cloud 中依托生成式 AI 技术的协作工具 Gemini 如何帮助开发者构建应用。您将学习如何向 Gemini 输入提示，让其为您解释代码、推荐 Google Cloud 服务并为您的应用生成代码。您将通过实操实验体验 Gemini 对应用开发工作流的改进作用。
Duet AI 已更名为 Gemini，这是我们的新一代模型。
This video covers how to use NotebookLM for common marketing tasks like
analyzing customer feedback, conducting market research, and generating
content ideas.
了解详情
This video covers how to use the Video Overviews feature in NotebookLM to automatically generate a short explainer video based on your source documents.
了解详情
This video covers how to use the 'Discover Sources' feature in NotebookLM to find and import relevant web-based sources directly into your research project.
了解详情
This video covers how to use the Mind Maps feature in NotebookLM to automatically create a visual representation of your sources, helping you understand connections and key concepts.
了解详情
This video covers how to use NotebookLM as a personal research
assistant by adding sources, asking questions, and generating new content
formats based on your documents.
了解详情
This video covers how to use Gemini in Gmail to draft new emails,
refine their tone, respond with context from Drive files, and use smart
reply suggestions.
了解详情
This video covers how to use the 'Help me create' feature in Google Docs to generate a complete, formatted document by referencing content from other files in your Drive.
了解详情
This video covers five key ways to use Google's AI tools, including Gemini in Workspace, the Gemini app, and NotebookLM, to enhance your daily productivity.
了解详情
This video covers how to use Gemini in Gmail to summarize emails, find information, and draft replies, helping you manage your inbox more efficiently.
了解详情
This video covers how to use Gemini in Slides to automatically generate
meeting recaps and draft follow-up emails, which can streamline your
post-meeting workflow and save you time.
了解详情
This video covers how you can leverage Gemini's advanced AI capabilities within Google Sheets to effortlessly pull data and generate insights in minutes, all without the need for any technical or coding background.
了解详情
This video will cover how to leverage Gemini Gems to create authentic
social media posts in your leader's unique voice. Learn to overcome the
challenge of scaling executive social presence by training a Gem with
writing samples and clear instructions. Discover how to generate engaging
posts quickly, saving time while amplifying thought leadership and
ensuring authenticity.
了解详情
This video covers how you can create your own Brevity Gem to summarize and transform messy notes or long documents into clear, concise, executive-ready summaries.
了解详情
This video covers how to use Gemini and Apps Script to automate manual tasks across Google Workspace. You'll learn to prompt Gemini to generate Apps Script code that automatically drafts email reminders in Google Sheets for tasks not marked 'Complete.' Automate your workflow with little to no technical expertise, freeing up time for more important work and eliminating manual follow-ups.
了解详情
This video covers how you can leverage Notebook LM to "eat the frog" on your to-do list by automating complex tasks like summarizing legislation and mapping services, saving you hours of work.
了解详情
This video covers how to eliminate tedious manual data entry using Gemini. Learn how to take a picture or screenshot of data (from PDFs, paper, or images) and prompt Gemini to instantly convert it into a structured Google Sheet. Discover this simple hack to save countless hours transcribing data, turning Gemini into your personal data entry assistant. Just snap, prompt, and export!
了解详情
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.
了解详情
This video will cover how to use NotebookLM to gather and analyze
publicly available information, combine it with internal documents, and
extract key competitive insights.
了解详情
This video covers how to personalize your Gemini results in Google
Workspace. Learn to incorporate documents and research papers directly
into your prompts using the "@" symbol to get more targeted and relevant
AI output tailored to your needs.
了解详情
This video covers how you can use Gemini to summarize long documents in Google Workspace, so you can quickly get the information you need and save time. You'll learn how to use Gemini to summarize entire documents or just selected text, as well as how to use Gemini in Drive to summarize across multiple files.
了解详情
This video covers prompt engineering fundamentals for effective AI communication. Learn a simple framework (Persona, Task, Context, Format) to craft clear prompts, getting better, faster results from Gemini in Google Workspace. Discover how to use natural language, be specific, and iterate for optimal AI assistance.
了解详情
This video will cover how you can leverage Gemini's advanced AI capabilities in Google Docs to brainstorm ideas, draft various marketing content, and collaborate with your team.
了解详情
This video covers how NotebookLM can revolutionize customer insight gathering from call or chat transcripts. You'll learn to upload PDF transcripts of hundreds of conversations (even multilingual ones!) and quickly extract key themes, trending topics, and actionable insights without listening for hours. Discover how to save findings, share notebooks, and even generate interactive podcast summaries of your data.
了解详情
This video covers how to create your own Gemini Gems, advanced AI capabilities that can automate repetitive tasks and supercharge your productivity.
了解详情
完成“开始用 Gemini Code Assist 进行应用开发”课程，即可获得技能徽章。在本课程中，您将学习如何利用 Google AI 编码助理的强大功能。
了解详情
Welcome to Observability in Google Cloud, the second part of a two-part course series. It is suggested that you complete part 1, Logging and Monitoring in Google Cloud, prior to taking this course.
This course is all about application performance management tools, including Error Reporting, Cloud Trace, and Cloud Profiler.
了解详情
Welcome to the two-part course on Logging, Monitoring, and Observability in Google Cloud. The core operations tools in Google Cloud break down into two major categories. The operations-focused components and the application performance management tools. This course, Logging and Monitoring in Google Cloud, covers the operations-focused components including Logging, Monitoring, and Service Monitoring. After taking this course, it is suggested that you complete part 2, Observability in Google Cloud, to learn about the available application performance management tools.
了解详情
完成 云架构：设计、实施和管理课程，赢取技能徽章，展示您在以下方面的技能：使用 Apache Web 服务器部署可公开访问的网站；使用启动脚本配置 Compute Engine 虚拟机； 使用 Windows 堡垒主机和防火墙规则配置安全 RDP；构建 Docker 映像并将其部署到 Kubernetes 集群，然后进行更新；以及创建 CloudSQL 实例并导入 MySQL 数据库。 此技能徽章课程是非常有用的资源， 可帮助您理解 Google Cloud 认证 Professional Cloud Architect 认证考试中将会出现的主题。
了解详情
完成设置 Google Cloud 网络课程，赢取技能徽章， 您将了解如何在 Google Cloud Platform 上执行基本的网络组建和管理任务 - 创建自定义网络、添加子网防火墙规则，然后创建虚拟机并测试 虚拟机之间相互通信时的延迟时间。
注意力机制
Earned Apr 3, 2026 EDT
图像生成简介
Earned Apr 3, 2026 EDT
管理智能体记忆和状态
Earned Mar 19, 2026 EDT
利用工具为智能体注入强大功能
Earned Mar 12, 2026 EDT
使用智能体开发套件 (ADK) 构建 AI 智能体
Earned Mar 12, 2026 EDT
使用智能体开发套件 (ADK) 打造智能体
Earned Mar 12, 2026 EDT
优化智能体行为
Earned Mar 12, 2026 EDT
使用智能体开发套件 (ADK) 打造您的首个智能体
Earned Mar 12, 2026 EDT
智能体基础知识
Earned Mar 12, 2026 EDT
通过 BigQuery ML 创建机器学习模型
Earned Mar 12, 2026 EDT
使用 Gemini in BigQuery 提高效率
Earned Mar 11, 2026 EDT
在 BigQuery 中使用 Gemini 模型
Earned Mar 10, 2026 EDT
使用 BigQuery 机器学习推理功能
Earned Mar 9, 2026 EDT
面向数据科学家和分析师的 Gemini
Earned Mar 5, 2026 EST
使用 Gemini 和 Streamlit 开发生成式 AI 应用
Earned Mar 5, 2026 EST
利用氛围编程和 MCP 构建 Cloud 智能应用
Earned Mar 4, 2026 EST
利用 Cloud Run 部署和扩缩 AI 模型
Earned Mar 3, 2026 EST
为组织配置 Gemini Code Assist
Earned Mar 3, 2026 EST
借助 Gemini Code Assist 简化应用开发
Earned Mar 2, 2026 EST
使用 Vertex AI 和 Flutter 构建生成式 AI 智能体
Earned Mar 2, 2026 EST
在 Google Cloud 上使用生成式 AI 进行网站现代化改造
Earned Mar 2, 2026 EST
在 Google Cloud 上创建生成式 AI 应用
Earned Mar 2, 2026 EST
适用于端到端 SDLC 的 Gemini
Earned Feb 26, 2026 EST
适用于应用开发者的 Gemini
Earned Feb 26, 2026 EST
利用 Gemini CLI 加快应用开发速度
Earned Feb 24, 2026 EST
AI Boost Bites: NotebookLM for Market Research
Earned Feb 20, 2026 EST
AI Boost Bites: NotebookLM Video Overviews
Earned Feb 20, 2026 EST
AI Boost Bites: Discover Sources in NotebookLM
Earned Feb 20, 2026 EST
AI Boost Bites: NotebookLM Mind Maps
Earned Feb 20, 2026 EST
AI Boost Bites: Intro to NotebookLM
Earned Feb 20, 2026 EST
AI Boost Bites: Email Content Creation
Earned Feb 20, 2026 EST
AI Boost Bites: Create Docs in Seconds
Earned Feb 20, 2026 EST
AI Boost Bites: AI Power-Ups for Google Workspace
Earned Feb 20, 2026 EST
AI Boost Bites: Tame Your Inbox with AI
Earned Feb 20, 2026 EST
AI Boost Bites: Gemini Slide Summaries
Earned Feb 20, 2026 EST
AI Boost Bites: No-Code Sheets & Scripts
Earned Feb 20, 2026 EST
AI Boost Bites: Amplify Exec Voices with AI
Earned Feb 20, 2026 EST
AI Boost Bites: Exec Summaries with Gemini Gems
Earned Feb 20, 2026 EST
AI Boost Bites: Automate tasks with Gemini and Apps Script
Earned Feb 20, 2026 EST
AI Boost Bites: "Eat the Frog" with NotebookLM
Earned Feb 20, 2026 EST
AI Boost Bites: Gemini Image-to-Sheets Hack
Earned Feb 20, 2026 EST
AI Boost Bites: Poke Holes in Your Strategy
Earned Feb 20, 2026 EST
AI Boost Bites: NotebookLM for Competitive Edge
Earned Feb 20, 2026 EST
AI Boost Bites: Personalization with customized prompts
Earned Feb 20, 2026 EST
AI Boost Bites: TL;DR with Gemini in Docs & Drive
Earned Feb 20, 2026 EST
AI Boost Bites: Prompting like a Pro with Google Workspace
Earned Feb 16, 2026 EST
AI Boost Bites: Content Generation with Gemini Made Easy
Earned Feb 16, 2026 EST
AI Boost Bites: Customer insights with NotebookLM
Earned Feb 16, 2026 EST
AI Boost Bites: Gemini Gems – Your ultimate marketing sidekick
Earned Feb 16, 2026 EST
开始用 Gemini Code Assist 进行应用开发
Earned Feb 12, 2026 EST
Observability in Google Cloud
Earned Feb 12, 2026 EST
Logging and Monitoring in Google Cloud
Earned Dec 16, 2025 EST
云架构：设计、实施和管理
Earned Dec 16, 2025 EST
设置 Google Cloud 网络
Earned Dec 12, 2025 EST
开发 Google Cloud 网络
Earned Dec 5, 2025 EST
优化 Google Kubernetes Engine 的费用
Earned Nov 27, 2025 EST
在 Google Cloud 上使用 Terraform 构建基础设施
Earned Nov 25, 2025 EST
Google Cloud 重要基础设施：基础
Earned Nov 18, 2025 EST
在 Google Cloud 上设置应用开发环境
Earned Nov 13, 2025 EST
Google Cloud 基础知识：核心基础设施
Earned Nov 12, 2025 EST
为 Compute Engine 实现云负载均衡
Earned Nov 5, 2025 EST