N.shankar sai
Member since 2025
Diamond League
15183 points
使用 Agent Development Kit (ADK) 建造 AI 代理：工程設計
Earned May 7, 2026 EDT
使用 Google Cloud Speech API
Earned Apr 8, 2026 EDT
Google DeepMind: 01 Build Your Own Small Language Model
Earned Apr 2, 2026 EDT
[DEPRECATED] AI Boost Bites: NotebookLM Reports
Earned Mar 28, 2026 EDT
AI Boost Bites: Triage a Crisis with Gemini
Earned Mar 27, 2026 EDT
AI Boost Bites: Your Personal AI Tutor
Earned Mar 25, 2026 EDT
[DEPRECATED] AI Boost Bites: AI Power-Ups for Google Workspace
Earned Mar 25, 2026 EDT
AI Boost Bites: The Recruiter's Playbook in Gmail
Earned Mar 24, 2026 EDT
AI Boost Bites: Bring your photos to life with AI
Earned Mar 24, 2026 EDT
[DEPRECATED] Google Chat
Earned Mar 24, 2026 EDT
[DEPRECATED] Gmail
Earned Mar 24, 2026 EDT
Introduction to Looker
Earned Mar 24, 2026 EDT
Google DeepMind：訓練小型語言模型
Earned Mar 24, 2026 EDT
[DEPRECATED] AI Boost Bites: Customer insights with NotebookLM
Earned Mar 23, 2026 EDT
負責任的 AI 技術：透過 Google Cloud 採用 AI 開發原則
Earned Mar 23, 2026 EDT
[Deprecated] AI Boost Bites: Build a Custom AI Teammate
Earned Mar 23, 2026 EDT
AI Boost Bites: Your AI Chart Detective
Earned Mar 23, 2026 EDT
Arcade March 2026 Sprint 4
Earned Mar 23, 2026 EDT
[DEPRECATED] AI Boost Bites: NotebookLM for Competitive Edge
Earned Mar 23, 2026 EDT
AI Boost Bites：運用 AI 強化高階主管的社群影響力
Earned Mar 23, 2026 EDT
AI Boost Bites: AI Magic in a Sheets Cell
Earned Mar 22, 2026 EDT
Arcade March 2026 Sprint 1
Earned Mar 22, 2026 EDT
AI Boost Bites：迅速建立文件
Earned Mar 21, 2026 EDT
建立您的第一個 Gemini Enterprise 應用程式
Earned Mar 21, 2026 EDT
企業 AI 代理與用途
Earned Mar 21, 2026 EDT
AI 代理基礎知識
Earned Mar 21, 2026 EDT
AI 知識補給站：一鍵生成廣告活動視覺素材
Earned Mar 21, 2026 EDT
AI Boost Bites: Advanced Analysis in Sheets
Earned Mar 21, 2026 EDT
AI 代理簡介
Earned Mar 21, 2026 EDT
AI Boost Bites：使用 Gemini 生成簡報講稿
Earned Mar 21, 2026 EDT
AI Boost Bites: Guided Learning with Gemini
Earned Mar 20, 2026 EDT
AI Boost Bites：運用 Gemini 和 Apps Script 自動執行工作
Earned Mar 20, 2026 EDT
Transformer 和 BERT 模型
Earned Mar 20, 2026 EDT
Future-Proof Your AI Learning Strategy
Earned Mar 20, 2026 EDT
[DEPRECATED] AI Boost Bites: Discover Sources in NotebookLM
Earned Mar 19, 2026 EDT
AI Boost Bites: Animated Charts with Gemini
Earned Mar 19, 2026 EDT
[Deprecated]AI Boost Bites: NotebookLM Video Overviews
Earned Mar 19, 2026 EDT
AI Boost Bites：使用自訂提示詞打造個人化體驗
Earned Mar 19, 2026 EDT
[DEPRECATED] AI Boost Bites: NotebookLM Mind Maps
Earned Mar 19, 2026 EDT
[DEPRECATED] AI Boost Bites: Build an AI Support Bot
Earned Mar 19, 2026 EDT
AI Boost Bites: Build Your AI Strategic Partner
Earned Mar 18, 2026 EDT
AI Boost Bites：運用 AI 整理收件匣
Earned Mar 18, 2026 EDT
AI Boost Bites: Shareable Gems
Earned Mar 17, 2026 EDT
AI Boost Bites：無程式碼試算表和指令碼
Earned Mar 17, 2026 EDT
AI Boost Bites: 運用 AI 簡化活動規劃
Earned Mar 16, 2026 EDT
AI Boost Bites：電子郵件內容創作
Earned Mar 16, 2026 EDT
Build a Certification Study Guide: PMLE
Earned Mar 16, 2026 EDT
生成式 AI 代理：實現組織轉型
Earned Mar 16, 2026 EDT
生成式 AI 應用程式：徹底改變工作方式
Earned Mar 16, 2026 EDT
AI Boost Bites: 運用 Gemini 提升研究效率
Earned Mar 15, 2026 EDT
AI Boost Bites：打造專屬效率提升工具
Earned Mar 15, 2026 EDT
AI Boost Bites：從草稿到功能完整的應用程式
Earned Mar 14, 2026 EDT
AI Boost Bites: Create ‘What If’ Scenarios with AI
Earned Mar 14, 2026 EDT
[DEPRECATED] AI Boost Bites: Research Hacks with NotebookLM
Earned Mar 14, 2026 EDT
AI Boost Bites：找出策略漏洞
Earned Mar 14, 2026 EDT
[Deprecated] AI Boost Bites: Your Personal AI Study Partner
Earned Mar 13, 2026 EDT
[DEPRECATED] AI Boost Bites: Project Notebooks
Earned Mar 12, 2026 EDT
AI Boost Bites：Gemini 圖片轉試算表妙招
Earned Mar 11, 2026 EDT
生成式 AI：掌握幕後技術與環境
Earned Mar 11, 2026 EDT
AI Boost Bites：使用 Google Workspace，掌握撰寫提示詞的專業技巧
Earned Mar 11, 2026 EDT
AI Boost Bites：Gemini 簡報摘要
Earned Mar 10, 2026 EDT
[DEPRECATED] AI Boost Bites: Intro to NotebookLM
Earned Mar 9, 2026 EDT
AI Boost Bites：個人意見回饋代理
Earned Mar 9, 2026 EDT
生成式 AI：瞭解基礎概念
Earned Mar 9, 2026 EDT
生成式 AI：不只是聊天機器人
Earned Mar 9, 2026 EDT
負責任的 AI 技術簡介
Earned Mar 9, 2026 EDT
大型語言模型簡介
Earned Mar 9, 2026 EDT
生成式 AI 簡介
Earned Jan 31, 2026 EST
完成「使用 Agent Development Kit (ADK) 建造 AI 代理：工程設計」技能徽章中階課程，即可證明您具備下列技能： 提出實際的語言模型研究問題、建構簡單的權杖化工具、準備資料集來訓練 Transformer 語言模型，以及執行小型語言模型的訓練迴圈。
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完成「使用 Google Cloud Speech API」課程，即可獲得技能徽章。本課程將說明如何建立 Speech-to-Text API 要求、將音訊 及語音轉錄為文字。
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In this Google DeepMind course, you will learn the fundamentals of language models and gain a high-level understanding of the machine learning development pipeline. You will consider the strengths and limitations of traditional n-gram models and advanced transformer models. Practical coding labs will enable you to develop insights into how machine learning models work and how they can be used to generate text and identify patterns in language. Through real-world case studies, you will build an understanding around how research engineers operate. Drawing on these insights you will identify problems that you wish to tackle in your own community and consider how to leverage the power of machine learning responsibly to address these problems within a global and local context.
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This video covers how NotebookLM's Reports feature dynamically suggests formats to help you create customized, trustworthy analyses of your documents with ease.
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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.
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In this video, you'll learn to build a reusable, custom "Study Guide Gem." You'll see how to write the core instructions for your Gem once, and then use it again and again to transform messy notes and articles into a perfectly structured study guide with a summary, outline, and glossary.
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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.
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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.
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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.
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In this course, we introduce you to Google Chat, Google’s chat software included with Google Workspace.
You will learn about messaging individuals and groups in Google Chat. You will also discover customization options, collaboration features and how Google Chat integrates with other Google Workspace products.
We will explore the use of spaces in Google Chat, showing you how to create, manage, search, and join them. Additionally, you will understand the distinctions between using a space and a group chat.
You also explore Google Chat apps and learn how to search for and use apps within Google Chat.
Aside from course videos, you will complete hands-on activities to practice what you’ve learned. Consider inviting a colleague or two to interact with you in Google Chat as you complete the activities.
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Gmail is Google’s cloud based email service that allows you to access your messages from any computer or device with just a web browser.
In this course, you’ll learn how to compose, send and reply to messages. You will also explore some of the common actions that can be applied to a Gmail message, and learn how to organize your mail using Gmail labels.
You will explore some common Gmail settings and features. For example, you will learn how to manage your own personal contacts and groups, customize your Gmail Inbox to suit your way of working, and create your own email signatures and templates.
Google is famous for search. Gmail also includes powerful search and filtering. You will explore Gmail’s advanced search and learn how to filter messages automatically.
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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.
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完成「Google DeepMind：訓練小型語言模型」技能徽章進階課程，即可證明您具備下列技能： 提出實際的語言模型研究問題、建構簡單的分詞器、準備資料集來訓練 Transformer 語言模型，以及執行小型語言模型的訓練迴圈。 註冊免付費訂閱方案，即可免付費使用這個實驗室。每個月還能獲得 35 點免付費抵免額！
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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.
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隨著企業持續擴大使用人工智慧和機器學習，以負責任的方式發展相關技術也日益重要。對許多企業來說，談論負責任的 AI 技術可能不難，如何付諸實行才是真正的挑戰。如要瞭解如何在機構中導入負責任的 AI 技術，本課程絕對能助您一臂之力。
您可以從中瞭解 Google Cloud 目前採取的策略、最佳做法和經驗談，協助貴機構奠定良好基礎，實踐負責任的 AI 技術。
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In this video, you'll learn to customize NotebookLM to fit specific business needs. Master the art of defining personas—from "Help Center Assistant" to "Sales Advisor"—to turn your documents into interactive tools that answer questions, teach concepts, and role-play scenarios.
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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.
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This month's Arcade Sprint 4 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!
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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.
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這部影片將說明如何運用 Gemini Gem，以主管獨特的口吻撰寫真實自然的社群媒體貼文。瞭解如何運用寫作範例和明確指令訓練 Gem，克服擴大高階主管社群媒體影響力的難題。瞭解如何快速生成引人入勝的貼文，在節省時間的同時，強化思維領導力並確保真實性。
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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.
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This month's Arcade Sprint 1 is live! It's designed for quick learning. Since the labs are open all month, there's no rush; just jump in when you have the time. You'll earn 1 Arcade Point and a new skill with each step. It's that simple: grab your point and keep the momentum going!
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這部影片說明如何使用 Google 文件中的「幫我建立」功能。這項功能會參考雲端硬碟中其他檔案的內容，生成已設定格式的完整文件。
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建立您的第一個 Gemini Enterprise 應用程式，獲得技能徽章！將各種資料來源連接到您的應用程式，建立強大的統合式搜尋和分析引擎。掌握 Deep Research 代理、多代理構思和 NotebookLM 等進階功能，進行重點分析。
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瞭解 AI 代理如何發揮更高的業務影響力，包括根據您的 KPI 規劃要使用的代理類型，以及探索能解決實際瓶頸的用途。您也將認識各種無程式碼到高程式碼解決方案，瞭解 Gemini Enterprise 如何協助建構和自動調度合適的代理。
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本課程介紹 AI 代理的基礎知識，並探討代理的實際應用價值。代理可為開發人員、架構師和技術決策者奠定基礎，協助他們從目標導向的自主行為角度來理解 AI 系統。
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這部影片將說明如何使用 Gemini Canvas 的「建立」選單，將大篇幅文字立即轉換成資訊圖表和網頁等視覺素材。
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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.
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瞭解 AI 代理的概念，探索代理如何藉由自主行動及推論解決複雜問題。您將瞭解代理如何透過模型、工具和調度管理程序等技術架構，助您學習、規劃和實現目標。
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這部影片將說明如何使用 Gemini Advanced 研究主題、製作簡報大綱，以及使用 Google 文件內建 Gemini 生成談話要點。
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In this video, you'll learn to use the Guided Learning experience in Gemini to build a deep understanding of any topic. You'll see how to start a conversation, engage with Gemini's probing questions, and use interactive tools like diagrams and quizzes to guide your learning journey.
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這部影片說明如何使用 Gemini 和 Apps Script，在 Google Workspace 中自動執行手動工作。您將學習如何提示 Gemini 生成 Apps Script 程式碼，在 Google 試算表中針對未標示為「完成」的工作，自動草擬電子郵件提醒。即使幾乎沒有技術專業知識，也能自動化工作流程，省下時間處理更重要的工作，不必再手動後續追蹤。
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這堂課程將說明變換器架構，以及基於變換器的雙向編碼器表示技術 (BERT) 模型，同時帶您瞭解變換器架構的主要組成 (如自我注意力機制) 和如何用架構建立 BERT 模型。此外，也會介紹 BERT 適用的各種任務，像是文字分類、問題回答和自然語言推論。課程預計約 45 分鐘。
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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.
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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.
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In this video, you'll learn to create an animated bar chart race using Gemini Canvas. You'll see how to write a prompt to visualize data over time and then use a follow-up prompt to refine the animation, such as slowing it down for a presentation.
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This video covers how to use the Video Overviews feature in NotebookLM to automatically generate a short explainer video based on your source documents.
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這部影片說明如何在 Google Workspace 中，打造個人化 Gemini 搜尋結果。可瞭解如何使用「@」符號，將文件和研究論文直接納入提示，取得更符合需求的 AI 輸出內容。
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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.
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In this video, you'll learn to build a first-line-of-defense AI for support operations. Master the art of uploading diverse sources, setting secure "Chat only" permissions, and customizing the AI to help your team diagnose issues in a fraction of the time.
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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.
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這部影片說明如何使用 Gmail 內建 Gemini 歸納電子郵件重點、尋找資訊及草擬回覆，更有效率地管理收件匣。
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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.
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這部影片將說明如何運用 Google 試算表中的 Gemini 進階 AI 功能，在幾分鐘內輕鬆提取資料並生成洞察，完全不需要任何技術或程式設計背景。
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這部影片說明如何使用 AI 助理規劃大型團隊活動，包括腦力激盪、後勤安排，以及分析活動後意見回饋。
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這部影片說明如何使用 Gmail 內建 Gemini 撰寫新郵件草稿、調整語氣、根據雲端硬碟檔案內容回覆，以及使用智慧回覆建議。
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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.
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「生成式 AI 代理：實現組織轉型」是 Gen AI Leader 學習路徑的第五堂也是最後一堂課程。本課程將探討組織如何運用自訂生成式 AI 代理，解決特定的業務難題。您將動手練習建構基本的生成式 AI 代理，同時探索這類代理的各種元件，例如模型、推論迴圈和工具。
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「生成式 AI 應用程式：徹底改變工作方式」是 Generative AI Leader 學習路徑的第四門課程。本課程將介紹 Google 的生成式 AI 應用程式,例如 Gemini for Workspace 和NotebookLM,也會引導您瞭解各種概念,像是建立基準、檢索增強生成、建構有效的提示詞,以及打造自動化工作流程等。
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這部影片介紹使用 Gemini Deep Research 的專家級提示，包括如何指派角色、指定輸出格式，以及引導搜尋以進行全面的競爭分析。
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這部影片說明如何建立自訂個人「公用程式」應用程式 (例如番茄鐘計時器)，只要在 Gemini Canvas 中輸入簡單提示詞，描述功能和設計即可。
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這部影片說明如何使用 Gemini Canvas，透過「直覺式程式開發」技術，將簡單的應用程式繪圖轉化為可運作的原型。
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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.
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In this video, you'll learn to use NotebookLM to manage a large-scale research project. You'll see how to upload all your documents to get summaries, ask deeper strategic questions to find key insights, and use the audio feature to listen to your findings on the go.
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這部影片將說明如何運用 AI 找出策略中的弱點和隱藏假設。您將學到「找出漏洞」法，也就是透過 AI 提示詞，輕鬆對計畫進行壓力測試，找出漏洞並強化策略思維。
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In this video, you'll learn to use NotebookLM as your personal AI study partner. Master the art of converting dense documentation into smart study guides, flashcards, and quizzes to ramp up quickly on new policies and industry research.
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This video covers how to create a 'project notebook' in NotebookLM by adding all relevant sources to build a central, searchable knowledge hub for your team.
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這部影片將說明如何運用 Gemini 消除繁瑣的手動資料輸入作業。瞭解如何拍攝資料相片或螢幕截圖 (來自 PDF、紙本或圖片)，並提示 Gemini 立即將資料轉換為結構化的 Google 試算表。瞭解這個簡單的訣竅，省下無數轉錄資料的時間，讓 Gemini 成為您的個人資料輸入助理。只要拍照、輸入提示，然後匯出即可！
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「生成式 AI：掌握幕後技術與環境」是 Gen AI Leader 學習路徑的第三門課程。生成式 AI 正在改變我們的工作方式，以及與周遭世界的互動模式。身為領導者，您要如何駕馭其強大的功能，創造實際的業務成果？在本課程中，您將認識建構生成式 AI 解決方案時的各個層面、Google Cloud 產品與服務，以及選擇解決方案時應考量的因素。
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這部影片介紹提示工程的基本概念，協助您與 AI 有效互動。學習簡單的框架 (角色、任務、情境、格式)，撰寫清晰的提示詞，讓 Gemini in Google Workspace 更快提供更優質的結果。瞭解如何使用自然語言、具體說明需求，以及透過反覆調整來獲得最佳 AI 輔助。
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這部影片說明如何使用 Google 簡報內建 Gemini，自動生成會議回顧並草擬後續追蹤電子郵件，協助簡化會後流程並節省時間。
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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.
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這部影片說明如何使用 Gemini Gem 建構個人化的「工作夥伴」代理，簡化基本意見回饋，讓會議更具策略性且更有效率。
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生成式 AI：瞭解基礎概念是 Gen AI Leader 學習路徑的第二門課程。在本課程中，您將瞭解 AI、機器學習和生成式 AI 的差異，以及各種類型的資料如何協助生成式 AI 解決業務難題，進而掌握生成式 AI 的基礎概念。您還能深入瞭解 Google Cloud 因應基礎模型限制的策略，以及開發、部署安全且負責任的 AI 技術時面臨的主要挑戰。
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「生成式 AI：不只是聊天機器人」是 Gen AI Leader 學習路徑的第一門課程，沒有先修條件。本課程旨在帶領您超越對聊天機器人的基本認識，探索生成式 AI 能為貴組織帶來的真正潛力。您將瞭解基礎模型和提示工程等概念，這些都是發揮生成式 AI 威力的關鍵。本課程也會引導您思考重要事項，協助您為貴組織制定成功的生成式 AI 策略。
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這個入門微學習課程主要介紹「負責任的 AI 技術」和其重要性，以及 Google 如何在自家產品中導入這項技術。本課程也會說明 Google 的 7 個 AI 開發原則。
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這是一堂入門級的微學習課程，旨在探討大型語言模型 (LLM) 的定義和用途，並說明如何調整提示來提高 LLM 成效。此外，也會介紹多項 Google 工具，協助您自行開發生成式 AI 應用程式。
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這個入門微學習課程主要說明生成式 AI 的定義和使用方式，以及此 AI 與傳統機器學習方法的差異。本課程也會介紹各項 Google 工具，協助您開發自己的生成式 AI 應用程式。
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