このコースでは、アテンション機構について学習します。アテンション機構とは、ニューラル ネットワークに入力配列の重要な部分を認識させるための高度な技術です。アテンションの仕組みと、アテンションを活用して機械翻訳、テキスト要約、質問応答といったさまざまな ML タスクのパフォーマンスを改善する方法を説明します。
このコースでは拡散モデルについて説明します。拡散モデルは ML モデル ファミリーの一つで、最近、画像生成分野での有望性が示されました。拡散モデルは物理学、特に熱力学からインスピレーションを得ています。ここ数年、拡散モデルは研究と産業界の両方で広まりました。拡散モデルは、Google Cloud の最先端の画像生成モデルやツールの多くを支える技術です。このコースでは、拡散モデルの背景にある理論と、モデルを Vertex AI でトレーニングしてデプロイする方法について説明します。
詳細
企業における AI と ML の利用が拡大し続けるなか、責任を持ってそれを構築することの重要性も増しています。多くの企業にとっての課題は、責任ある AI と口で言うのは簡単でも、それを実践するのは難しいということです。このコースは、責任ある AI を組織で運用化する方法を学びたい方に最適です。
このコースでは、Google Cloud が責任ある AI を現在どのように運用化しているかを、ベスト プラクティスや教訓と併せて学び、責任ある AI に対する独自のアプローチを構築するためのフレームワークとして活用できるようにします。
詳細
この入門レベルのマイクロラーニング コースでは、責任ある AI の概要と重要性、および Google が責任ある AI を自社プロダクトにどのように実装しているのかについて説明します。また、Google の AI に関する 7 つの原則についても説明します。
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このコースは、大規模言語モデル（LLM）とは何か、どのようなユースケースで活用できるのか、プロンプトのチューニングで LLM のパフォーマンスを高めるにはどうすればよいかについて学習する、入門レベルのマイクロ ラーニング コースです。独自の生成 AI アプリを開発する際に利用できる Google ツールも紹介します。
詳細
この入門レベルのマイクロラーニング コースでは、生成 AI の概要、利用方法、従来の機械学習の手法との違いについて説明します。独自の生成 AI アプリを作成する際に利用できる Google ツールも紹介します。
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This video covers how to build a personalized "Work with Me" agent using Gemini Gems, which helps streamline foundational feedback and makes your meetings more strategic and efficient.
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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.
詳細
This video covers how to use NotebookLM for common marketing tasks like
analyzing customer feedback, conducting market research, and generating
content ideas.
詳細
This video covers how to use the Video Overviews feature in NotebookLM to automatically generate a short explainer video based on your source documents.
詳細
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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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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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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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.
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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.
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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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This video covers how to use Gemini in Gmail to summarize emails, find information, and draft replies, helping you manage your inbox more efficiently.
詳細
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.
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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.
詳細
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.
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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.
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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.
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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.
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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!
詳細
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.
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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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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.
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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.
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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.
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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.
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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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This video covers how to create your own Gemini Gems, advanced AI capabilities that can automate repetitive tasks and supercharge your productivity.
画像キャプション モデルの作成
Earned 11月 7, 2025 EST
Transformer モデルと BERT モデル
Earned 11月 7, 2025 EST
アテンション機構
Earned 11月 7, 2025 EST
Encoder-Decoder アーキテクチャ
Earned 11月 7, 2025 EST
画像生成の概要
Earned 11月 7, 2025 EST
責任ある AI: Google Cloud における AI に関する原則の適用
Earned 11月 7, 2025 EST
責任ある AI の概要
Earned 11月 4, 2025 EST
大規模言語モデルの概要
Earned 11月 4, 2025 EST
生成 AI の概要
Earned 11月 3, 2025 EST
AI Boost Bites: Your Personal Feedback Agent
Earned 11月 3, 2025 EST
AI Boost Bites: Project Notebooks
Earned 11月 3, 2025 EST
AI Boost Bites: NotebookLM for Market Research
Earned 11月 3, 2025 EST
AI Boost Bites: NotebookLM Video Overviews
Earned 11月 3, 2025 EST
AI Boost Bites: Discover Sources in NotebookLM
Earned 11月 3, 2025 EST
AI Boost Bites: NotebookLM Mind Maps
Earned 11月 3, 2025 EST
AI Boost Bites: Intro to NotebookLM
Earned 11月 3, 2025 EST
AI Boost Bites: Email Content Creation
Earned 11月 3, 2025 EST
AI Boost Bites: Create Docs in Seconds
Earned 11月 3, 2025 EST
AI Boost Bites: AI Power-Ups for Google Workspace
Earned 11月 3, 2025 EST
AI Boost Bites: Tame Your Inbox with AI
Earned 11月 3, 2025 EST
AI Boost Bites: Gemini Slide Summaries
Earned 11月 3, 2025 EST
AI Boost Bites: No-Code Sheets & Scripts
Earned 11月 3, 2025 EST
AI Boost Bites: Amplify Exec Voices with AI
Earned 11月 3, 2025 EST
AI Boost Bites: Exec Summaries with Gemini Gems
Earned 11月 3, 2025 EST
AI Boost Bites: Automate tasks with Gemini and Apps Script
Earned 11月 3, 2025 EST
AI Boost Bites: "Eat the Frog" with NotebookLM
Earned 11月 3, 2025 EST
AI Boost Bites: Gemini Image-to-Sheets Hack
Earned 11月 3, 2025 EST
AI Boost Bites: Poke Holes in Your Strategy
Earned 11月 3, 2025 EST
AI Boost Bites: NotebookLM for Competitive Edge
Earned 11月 3, 2025 EST
AI Boost Bites: Personalization with customized prompts
Earned 11月 3, 2025 EST
AI Boost Bites: TL;DR with Gemini in Docs & Drive
Earned 11月 3, 2025 EST
AI Boost Bites: Prompting like a Pro with Google Workspace
Earned 11月 3, 2025 EST
AI Boost Bites: Content Generation with Gemini Made Easy
Earned 11月 3, 2025 EST
AI Boost Bites: Customer insights with NotebookLM
Earned 11月 3, 2025 EST
AI Boost Bites: Gemini Gems – Your ultimate marketing sidekick
Earned 11月 3, 2025 EST