Vertex AI is now Gemini Enterprise Agent Platform! We are currently updating our content to reflect this change. Please bear with us if you encounter naming inconsistencies during this transition.
Mettez en pratique vos compétences dans la console Google Cloud
Bhushan Patil
Date d'abonnement : 2025
Ligue de Diamant
24386 points
Google Cloud Compute : principes de base
Earned mai 11, 2026 EDT
Arcade Base Camp May 2026
Earned mai 11, 2026 EDT
Agents : principes de base
Earned mai 9, 2026 EDT
Introduction aux agents IA
Earned mai 9, 2026 EDT
Présentation des grands modèles de langage
Earned mai 8, 2026 EDT
Introduction à l'IA responsable
Earned mai 7, 2026 EDT
Présentation de l'IA générative
Earned mai 5, 2026 EDT
Deploy Your First Agent
Earned avr. 29, 2026 EDT
Créer et déployer des agents en production
Earned avr. 29, 2026 EDT
Applications d'IA générative : changez votre façon de travailler
Earned mars 10, 2026 EDT
IA générative : se familiariser avec le domaine
Earned mars 9, 2026 EDT
IA générative : découvrir les concepts fondamentaux
Earned mars 9, 2026 EDT
IA générative : au-delà du chatbot
Earned mars 9, 2026 EDT
AI Boost Bites: Your Personal AI Study Partner
Earned mars 9, 2026 EDT
AI Boost Bites: NotebookLM Reports
Earned mars 9, 2026 EDT
AI Boost Bites: Project Notebooks
Earned mars 9, 2026 EDT
AI Boost Bites: Shareable Gems
Earned mars 9, 2026 EDT
AI Boost Bites: Your Personal AI Tutor
Earned mars 9, 2026 EDT
AI Boost Bites: Your AI Chart Detective
Earned mars 9, 2026 EDT
AI Boost Bites: Poke Holes in Your Strategy
Earned mars 9, 2026 EDT
AI Boost Bites: Presentation Scripts with Gemini
Earned mars 9, 2026 EDT
Se préparer à devenir Professional Cloud Network Engineer
Earned mars 7, 2026 EST
Google Drive
Earned mars 5, 2026 EST
Se préparer à devenir Associate Cloud Engineer
Earned mars 2, 2026 EST
Arcade February 2026 Sprint 2
Earned fév. 28, 2026 EST
Arcade February 2026 Sprint 1
Earned fév. 28, 2026 EST
Arcade Certification Zone February 2026
Earned fév. 27, 2026 EST
Work Meets Play: Journeys Made Easy
Earned fév. 27, 2026 EST
From Foundations To Wonders
Earned fév. 21, 2026 EST
Google Skills Arcade Trivia January 2026 Week 2
Earned jan. 31, 2026 EST
Google Skills Arcade Trivia January 2026 Week 1
Earned jan. 29, 2026 EST
Machine Learning Operations (MLOps) pour l'IA générative
Earned jan. 28, 2026 EST
Mise en réseau dans Google Cloud : architecture réseau
Earned jan. 22, 2026 EST
AI Infrastructure : techniques de mise en réseau
Earned jan. 21, 2026 EST
AI Infrastructure : options de stockage
Earned jan. 21, 2026 EST
Infrastructure d'IA : types de déploiements
Earned jan. 21, 2026 EST
AI Infrastructure : Cloud TPU
Earned jan. 21, 2026 EST
AI Infrastructure : Cloud GPU
Earned jan. 21, 2026 EST
AI Infrastructure : introduction à AI Hypercomputer
Earned jan. 21, 2026 EST
Google Skills Arcade Base Camp January 2026
Earned jan. 20, 2026 EST
Obtenez un badge de compétence en suivant le cours Google Cloud Compute : principes de base, où vous apprendrez à utiliser des machines virtuelles (VM), des disques persistants et des serveurs Web à l'aide de Compute Engine.
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
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Les agents IA représentent une évolution majeure par rapport aux grands modèles de langage traditionnels (LLM) : au lieu de simplement générer des solutions textuelles, ils peuvent également agir de manière autonome pour les exécuter.
Ce cours présente les principes de base des agents IA, leurs différences avec les API LLM et les cas où ils apportent une réelle valeur. Basé sur le livre blanc de Google consacré aux agents, il fournit les bases théoriques nécessaires avant d'écrire vos premières lignes de code d'agent. Il est idéal pour les développeurs, les architectes et les décideurs techniques qui souhaitent comprendre les systèmes d'IA à travers le prisme du comportement autonome et orienté vers des objectifs, plutôt que simplement comme des générateurs de texte.
Rejoindre le forum de la communauté pour poser des questions et discuter
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Comprenez le concept d'agents IA. Découvrez comment les agents IA utilisent l'action autonome et le raisonnement pour résoudre des problèmes complexes. Vous explorerez l'architecture technique qui permet aux agents d'apprendre, de planifier et d'atteindre des objectifs pour vous.
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Ce cours de micro-apprentissage, qui s'adresse aux débutants, explique ce que sont les grands modèles de langage (LLM). Il inclut des cas d'utilisation et décrit comment améliorer les performances des LLM grâce au réglage des requêtes. Il présente aussi les outils Google qui vous aideront à développer votre propre application d'IA générative.
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Ce cours de micro-apprentissage, qui s'adresse aux débutants, explique ce qu'est l'IA responsable, souligne son importance et décrit comment Google l'implémente dans ses produits. Il présente également les sept principes de l'IA de Google.
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Ce cours de micro-apprentissage, qui s'adresse aux débutants, explique ce qu'est l'IA générative, décrit à quoi elle sert et souligne ce qui la distingue des méthodes de machine learning traditionnel. Il présente aussi les outils Google qui vous aideront à développer votre propre application d'IA générative.
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Take your agents from localhost to production. This course teaches you to deploy ADK agents to Vertex AI Agent Engine and Cloud Run, with optional cross-session memory via Memory Bank.
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Découvrez l'architecture et le déploiement des systèmes multi-agents à l'aide d'Agent Development Kit (ADK) de Google et de l'infrastructure robuste de Google Cloud. Vous apprendrez à concevoir des arborescences d'agents hiérarchiques et des agents de workflow déterministes tout en identifiant l'environnement d'hébergement idéal (de Cloud Run sans serveur à GKE pour de hautes performances) pour vous assurer que vos agents IA sont sécurisés, évolutifs et prêts pour la production.
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Google Kubernetes Engine (GKE) is all about running and managing containerized applications without worrying too much about the underlying setup. In this adventure, you’ll get hands-on with how things actually work—managing workloads, debugging issues, and trying out autoscaling. You’ll also explore Autopilot, run load tests, and work with private clusters and network access. By the end, you’ll have a clearer sense of how GKE setups are put together and handled in practice.
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Ce cours présente Gemini dans BigQuery, une suite de fonctionnalités basées sur l'IA conçue pour faciliter le workflow "des données à l'IA". Ces fonctionnalités incluent l'exploration et la préparation des données, la génération et le dépannage de code, ainsi que la découverte et la visualisation du workflow. Au moyen d'explications conceptuelles, d'un cas d'utilisation concret et d'ateliers pratiques, le cours explique aux professionnels des données comment booster leur productivité et accélérer le pipeline de développement.
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Terminez le cours intermédiaire Gérer Kubernetes dans Google Cloud pour recevoir un badge démontrant vos compétences dans les domaines suivants : la gestion des déploiements avec kubectl, la surveillance et le débogage d'applications sur Google Kubernetes Engine (GKE) et les techniques de livraison continue.
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Terminez le cours intermédiaire Créer des modèles de ML avec BigQuery ML pour recevoir un badge démontrant vos compétences dans les domaines suivants : la création et l'évaluation de modèles de machine learning avec BigQuery ML pour générer des prédictions de données.
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Online games can get unpredictable. One update drops, a new event goes live—and suddenly, thousands of players are logging in at the same time. That’s where the backend really gets tested. Companies like Com2uS rely on cloud infrastructure to handle exactly this kind of pressure without things falling apart. Here, you’ll work through the same building blocks—setting up networks, handling secure connections, and deploying apps with Docker and Kubernetes. You’ll add authentication, keep an eye on things with logging, and move data when needed. It’s the kind of work that keeps everything running smoothly while players just focus on the game.
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A lot of cloud work comes down to moving data, managing access, and making sense of what’s happening behind the scenes. In this trail, you’ll migrate a MySQL database to Google Cloud, work with IAM permissions using gcloud, and analyze network traffic with VPC Flow Logs. You’ll also store and manage media files, prepare data with Dataprep, and build reports using Looker Studio and LookML. There’s even a lab on measuring Speech-to-Text accuracy. It’s a mix of tasks that shows how data is handled, monitored, and used across different parts of Google Cloud.
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On Google Cloud, building an app usually means handling more than just the code. You’ll need to deploy it, connect services, and keep things running properly. In this voyage, you’ll host a web app, set up a deployment pipeline, and build a REST API with Cloud Run. You’ll also try out Flutter and set up a Python development environment. You’ll work with VPC networks, load balancing, and clean up unused resources along the way. It’s a practical set of tasks that reflects how apps are actually run on Google Cloud.
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
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78%—or nearly 8 in 10—business leaders say Google Cloud helps them stay ahead in the age of AI. A big part of that comes down to how teams build and connect intelligent systems. Here, you’ll build and manage conversational agents, and use speech-to-text and translation APIs to handle different types of input. You’ll also move from monolithic apps to microservices on GKE, connect workflows using webhooks, and use observability tools to keep track of what’s happening. IAM comes in as well to manage access where needed. It’s a practical look at how these pieces are used together in real setups.
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Over 80% of security breaches are linked to misconfigurations and weak access controls — which is why mastering cloud security and automation matters. In this adventure, you’ll detect and investigate threats with Security Command Center, create IAM custom roles, and secure digital transactions using Confidential Space. You’ll also strengthen your data and infrastructure skills by working with Datastore, Pub/Sub, Cloud Storage APIs, data joins and warehousing techniques, load balancers, Terraform, and CI/CD pipelines with Jenkins on Kubernetes Engine. Together, these labs help you build secure, reliable, and scalable cloud environments with confidence.
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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 month's Arcade Sprint 3 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 month's Arcade Sprint 2 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 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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Modern cloud teams rely on automation and strong platform knowledge to move faster and smarter. In this trail, you’ll deploy Kubernetes Load Balancers and Cloud SQL using Terraform, strengthen observability with Cloud Logging, and customize analytics experiences in Looker using Liquid. You’ll also put your knowledge to the test through role-based Arcade Quizzes — from Data Practitioner and Database Engineer to Workspace Administrator — sharpening both your technical confidence and real-world readiness.
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
En savoir plus
Great data experiences don’t happen by accident — they’re modeled, optimized, and scaled with intent. In this challenge, you’ll build a strong foundation with Looker by creating modeled queries, defining measures and dimensions, modularizing LookML with extends, and refining logic using functions and operators. You’ll filter Explores, merge results, and sort insights to uncover what truly matters. You’ll also enhance performance with caching and explore distributed processing with Dataproc. These are the same capabilities that Zoomcar used on Google Cloud to modernize its data stack — and now, you get to build them too!
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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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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 creative prompts in Gemini to make complex research fun and easy to understand. You'll see how to ask Gemini to research a topic and present the findings in a creative format, like a sports scouting report and a head-to-head bracket, to better visualize and compare your options.
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This video covers how to use NotebookLM for common marketing tasks like
analyzing customer feedback, conducting market research, and generating
content ideas.
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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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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 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 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 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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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.
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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.
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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.
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In this video, you'll learn to build a custom personal utility app using Gemini Canvas. You'll see how to write a detailed prompt to create a Pomodoro timer tailored to your specific needs, and then use follow-up prompts to adjust its visual design.
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In this video, you'll learn to use NotebookLM to analyze raw data and find compelling stories. You'll see how to ground the AI in your specific documents, prompt it to generate newsworthy PR claims, and ask it to find hidden correlations between different data points to uncover new insights.
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In this video, you'll learn to use a simple text prompt in Gemini Canvas to build a playable game. You'll see how to create a Tic-Tac-Toe game, use a follow-up prompt to customize its theme to a retro 8-bit style, and share the final game with a link.
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In this video, you'll learn to create complex animated art using Gemini Canvas. You'll see how to write a descriptive prompt to generate a kinetic typography animation with distortion effects, and then use a follow-up prompt to completely change its color style.
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In this video, you'll learn to use the "Ask Gemini" feature in Google Sheets to manage your data with natural language. You'll see how to ask Gemini to create dropdowns, highlight sales data, create a pivot table, filter by month, and sort by revenue.
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In this video, you'll learn to use Gemini Deep Research to make complex purchasing decisions with confidence. You'll see how to write a nuanced, personal prompt about your specific needs and receive a synthesized, comparative report that cuts through the clutter of online reviews.
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In this video, you'll learn to use Gemini Deep Research to conduct competitive marketing analysis. You'll see how to submit a research prompt, approve the personalized research plan Gemini creates, and receive a detailed, synthesized report on competitor campaigns to inform your strategy.
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In this video, you'll learn to use Gemini Canvas to turn a simple drawing into a working app. You'll upload a sketch, use a simple prompt to generate code, watch a live preview build itself, and make iterative changes to your app prototype using natural language.
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In this video, you'll learn to integrate AI into every stage of a training program. Master the art of using NotebookLM for content development, Gemini Gems for routine drafting, and Google Workspace tools to facilitate sessions and analyze impact efficiently.
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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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In this video, you'll learn to build a working prototype of a personalized weather app using Gemini Canvas. You'll see how to specify the cities for a 7-day forecast and then use a follow-up prompt to change the app's theme to a minimal, dark mode interface.
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In this video, you'll learn to use Gemini in Google Workspace to manage your calendar from your Gmail inbox. You'll learn how to ask Gemini about your schedule in the side panel and how to create new events without switching apps. You'll also learn how to use Gemini's one-click scheduling feature when it automatically detects event details in an email.
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In this video, you'll learn the "creative mashup artist" technique for combining images. You'll see how to generate a subject and a scene as two separate images, and then use a final blending prompt to fuse the astronaut from the first image and the court from the second into one new picture.
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In this video, you'll learn to use the NotebookLM mobile app to capture and synthesize information on the go. Master the art of saving sources via the share sheet, listening to personalized audio summaries offline, and interacting with your insights using your voice.
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In this video, you'll learn to art direct your images in the Gemini app. You'll see how to use multi-turn editing to furnish an empty room step-by-step, and how to "remix" a photo by applying the color and texture of a butterfly's wings to a pair of rainboots.
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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 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.
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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.
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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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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 create an interactive 3D simulation using Gemini Canvas. You'll see how to build a 3D model of the solar system from a single sentence and then use follow-up prompts to add interactive and educational features, like clickable planets and fun facts.
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In this video, you'll learn to build a smarter L&D strategy using AI. Master the art of using NotebookLM to find the "needle in the haystack" within your data, and use Gemini to refine your ideas and communicate your plan effectively to busy executives.
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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 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.
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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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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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In this video, you'll learn to turn your study guides into interactive quizzes using Gemini Canvas. You'll see how to upload your notes and use a simple prompt to generate a quiz with multiple choice and fill-in-the-blank questions that provide immediate feedback.
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In this video, you'll learn to use the Create menu in Gemini Canvas to instantly convert a block of text into a variety of visual formats. You’ll see how to take a brainstormed marketing campaign and turn it into both a shareable infographic and an internal webpage with just one click.
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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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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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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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In this video, you'll learn to build a working music synthesizer using a simple text prompt in Gemini Canvas. You'll see how to specify controls like waveform, attack, and sustain, and then interact with the generated instrument to create and experiment with your own unique sounds.
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In this video, you'll learn pro tips for conducting thorough competitive research with Gemini Deep Research. You'll see how to enhance a basic prompt by assigning a persona, specifying a table format for the output, and directing the AI to search specific sources like Reddit for richer insights.
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In this video, you'll learn to create imaginative portraits in the Gemini app that maintain your likeness. You'll see how to use the "Subject, Action, Scene, Style" formula for better prompts, transport yourself into a vintage photo, and combine a photo of yourself and your dog into one new image.
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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 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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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 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 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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In this video, you'll learn to use an AI assistant to streamline large-scale event planning. You'll see how to prompt an AI to brainstorm off-site ideas, create fair groups for icebreakers, build a shuttle schedule based on arrival times, and analyze survey feedback for gains and losses.
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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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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 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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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 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 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!
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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.
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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 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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In this Google DeepMind course you will discover the mechanisms of the transformer architecture. You will investigate how transformer language models process prompts to make context-sensitive next-token predictions. Through practical activities you will explore the attention mechanism, visualize attention weights, and encounter advanced concepts like masked attention and multi-head attention. You will also learn other techniques that are necessary to build neural networks that are well-suited to be used as language models. Finally, through activities on values, stakeholder mapping and community engagement, you will practice concrete tools for ensuring AI projects are developed with communities, not just for them.
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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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In this Google DeepMind course you will focus on the training process for machine learning models. You will learn how to spot and mitigate issues when training a model, such as overfitting and underfitting. In practical coding labs, you will implement and evaluate the multilayer perceptron for simple classification tasks. This will provide insights into the mechanics of training a neural network model and the backpropagation algorithm. Research case studies will demonstrate how neural networks power real-world models. Additionally, you will consider the broader social impacts of innovation by looking beyond immediate benefits to anticipate potential risks, safety concerns, and further-reaching societal consequences.
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In this Google DeepMind course you will learn how to prepare text data for language models to process. You will investigate the tools and techniques used to prepare, structure, and represent text data for language models, with a focus on tokenization and embeddings. You will be encouraged to think critically about the decisions behind data preparation, and what biases within the data may be introduced into models. You will analyze trade-offs, learn how to work with vectors and matrices, how meaning is represented in language models. Finally, you will practice designing a dataset ethically using the Data Cards process, ensuring transparency, accountability, and respect for community values in AI development.
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Agents d'IA générative : transformer l'entreprise est le cinquième et dernier cours du parcours de formation "Leader en IA générative". Il aborde la façon dont les entreprises peuvent utiliser des agents d'IA générative personnalisés pour relever des défis métier spécifiques. Des exercices pratiques vous apprendront à créer un agent d'IA générative de base tout en découvrant les composants de ces agents, comme les modèles, les boucles de raisonnement et les outils.
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Le cours "Applications d'IA générative : changez votre façon de travailler" est le quatrième du parcours de formation "Leader en IA générative". Ce cours présente les applications d'IA générative de Google, telles que Gemini pour Workspace et NotebookLM. Il vous guide à travers des concepts comme l'ancrage, la génération augmentée par récupération, la création de requêtes efficaces et la conception de workflows automatisés.
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Le cours "IA générative : se familiariser avec le domaine" est le troisième du parcours de formation "Leader en IA générative". L'IA générative change notre façon de travailler et d'interagir avec le monde autour de nous. En tant que responsable, comment pouvez-vous exploiter son potentiel pour obtenir des résultats commerciaux concrets ? Dans ce cours, vous allez découvrir les différentes couches qui composent une solution d'IA générative, les offres de Google Cloud et les facteurs à prendre en compte au moment de choisir une solution.
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Le cours "IA générative : découvrir les concepts fondamentaux" est le deuxième du parcours de formation "Leader en IA générative". Ce cours vous permettra de découvrir les concepts fondamentaux de l'IA générative en examinant les différences entre l'IA, le ML et l'IA générative. Vous comprendrez également comment l'IA générative permet de relever les défis métier à l'aide des différents types de données. Enfin, vous découvrirez les stratégies de Google Cloud pour gérer les limites des modèles de fondation et quelles sont les grandes problématiques du développement et du déploiement d'une IA responsable et sécurisée.
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Le cours "IA générative : au-delà du chatbot" est le premier du parcours de formation "Leader en IA générative" et n'a aucun prérequis. Ce cours vise à approfondir votre compréhension de base des chatbots afin de révéler le véritable potentiel de l'IA générative pour votre entreprise. Vous découvrirez des concepts tels que les modèles de fondation et le prompt engineering (ingénierie des requêtes), qui sont essentiels pour exploiter toute la puissance de l'IA générative. Ce cours vous aidera également à identifier les facteurs à prendre en compte pour développer une stratégie d'IA générative efficace pour votre entreprise.
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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 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 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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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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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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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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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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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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Ce cours vous aide à préparer l'examen pour obtenir la certification Professional Cloud Engineer. Vous découvrirez les domaines Google Cloud abordés dans l'examen et verrez comment créer un plan de formation pour améliorer vos connaissances de ces domaines.
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Google Drive is Google’s cloud-based file storage service. Google Drive lets you keep all your work in one place, view different file formats without the need for additional software, and access your files from any device.
In this course, you will learn how to navigate your Google Drive. You will learn how to upload files and folders and how to work across file types. You will also learn how you can easily view, arrange, organize, modify, and remove files in Google Drive.
Google Drive includes shared drives. You can use shared drives to store, search, and access files with a team. You will learn how to create a new shared drive, add and manage members, and manage the shared drive content.
Google Workspace is synonymous with collaboration and sharing. You will explore the sharing options available to you in Google Drive, and you will learn about the various collaborator roles and permissions that can be assigned.
You’ll also explore ways to ensure consistency and save time…
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Ce cours vous aide à préparer l'examen pour obtenir la certification Associate Cloud Engineer. Vous découvrirez les domaines Google Cloud abordés dans l'examen et verrez comment créer un plan de formation pour améliorer vos connaissances de ces domaines.
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This month's Arcade Sprint 2 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 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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Google Cloud Certifications provide a tangible way for you to demonstrate your skills to potential or current employers. These certifications incorporate performance-based questions, testing your hands-on expertise through practical tasks. Begin your journey towards becoming a Google Certified Professional with the help of the Arcade Cert Zone.
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It begins with a simple question: Where to next? Inspired by Agoda’s AI-powered travel platform, this challenge shows how AI helps turn preferences into vivid destinations, detailed itineraries, and stunning visuals. You’ll build intelligent apps that understand intent, generate rich content, and deliver real-time recommendations — supported by cloud-native services that keep everything fast, reliable, and seamless. The result: planning that feels effortless, inspiring, and part of the journey itself.
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As Pup and Kit move through the city between matches—booking plans on the fly, exploring structures built to last, and navigating busy streets—the story reflects what it takes to keep systems running smoothly behind the scenes. From securing storage and shaping networks to improving performance, reliability, and cost efficiency, these labs echo the quiet work that makes flexibility possible. Along the way, hands-on challenges and quizzes sharpen decision-making, so when it’s time for the next big play, everything is ready to perform.
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Hey there! You're invited to game on with Google Skills Arcade Trivia for January Week 2! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the January Trivia Week 2 badge!
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Hey there! You're invited to game on with Google Skills Arcade Trivia for January Week 1! Play throughout the month and boost your cloud learning journey. Every week, we'll release a new set of questions to test your knowledge of Google Cloud Platform. Get started now and earn the January Trivia Week 1 badge!
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Dans ce cours, vous allez acquérir les connaissances et les outils nécessaires pour identifier les problématiques uniques auxquelles les équipes MLOps sont confrontées lors du déploiement et de la gestion de modèles d'IA générative. Vous verrez également en quoi Vertex AI permet aux équipes d'IA de simplifier les processus MLOps et de faire aboutir leurs projets d'IA générative.
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Bienvenue dans le troisième cours de la série "Mise en réseau dans Google Cloud", intitulé "Architecture réseau".
Dans ce cours, vous allez explorer les principes fondamentaux de la conception d'architectures réseau efficaces et évolutives dans Google Cloud.
Dans le module 1 "Présentation de l'architecture réseau", nous vous présenterons d'abord les principaux composants et concepts de l'architecture réseau, y compris les sous-réseaux, les routes, les pare-feu et l'équilibrage de charge.
Dans le module 2 "Topologies de réseaux", nous aborderons ensuite diverses topologies de réseaux couramment utilisées dans Google Cloud, et examinerons leurs points forts et leurs points faibles.
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Bienvenue dans le cours "AI Infrastructure : techniques de mise en réseau".
Dans ce cours, vous apprendrez à exploiter l'infrastructure à large bande passante et à faible latence de Google Cloud pour optimiser le transfert de données et la communication entre tous les composants de votre système d'IA. À la fin de ce cours, vous comprendrez le rôle essentiel que joue la mise en réseau dans l'ensemble du pipeline d'IA, de l'ingestion de données et de l'entraînement à l'inférence. Vous serez également capable d'appliquer les bonnes pratiques pour vous assurer que vos charges de travail s'exécutent à vitesse maximale.
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Dans ce cours, vous découvrirez en détail les solutions de stockage disponibles sur Google Cloud, spécialement conçues pour les charges de travail d'IA et de calcul haute performance (HPC). Vous apprendrez à choisir le stockage adapté à chaque étape du cycle de vie du ML. Vous découvrirez comment optimiser les performances d'E/S pendant l'entraînement, à gérer des ensembles de données massifs pour la préparation des données et à livrer les artefacts du modèle avec une faible latence. Grâce à des exemples et à des démonstrations pratiques, vous acquerrez l'expertise nécessaire pour concevoir des solutions de stockage robustes qui accéléreront vos innovations en matière d'IA.
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Ce cours constitue un guide complet pour déployer, gérer et optimiser des charges de travail d'IA et de calcul hautes performances (HPC) sur Google Cloud. À travers une série de leçons et de démonstrations pratiques, vous explorerez diverses stratégies de déploiement, allant d'environnements hautement personnalisables utilisant Google Compute Engine (GCE) à des solutions gérées comme Google Kubernetes Engine (GKE). Plus précisément, vous apprendrez à créer des clusters et à déployer GKE pour l'inférence.
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Bienvenue dans le cours sur Cloud TPU. Nous allons explorer les avantages et les inconvénients des TPU dans différents scénarios et comparer différents accélérateurs de TPU pour vous aider à choisir celui qui vous convient le mieux. Vous découvrirez des stratégies pour optimiser les performances et l'efficacité de vos modèles d'IA et comprendrez l'importance de l'interopérabilité GPU/TPU pour des flux de travail d'apprentissage automatique flexibles. Grâce à des contenus attrayants et à des démonstrations pratiques, nous vous guiderons étape par étape pour exploiter efficacement les TPU.
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Le matériel puissant qui se cache derrière l'IA vous intrigue ? Ce module décortique les ordinateurs à intelligence artificielle optimisés pour les performances et vous montre pourquoi ils sont si importants. Nous allons voir comment les CPU, les GPU et les TPU rendent les tâches d'IA extrêmement rapides, ce qui fait la spécificité de chacun, et comment les logiciels d'IA en tirent le meilleur parti. À la fin de ce module, vous saurez exactement comment sélectionner le GPU adapté à vos projets d'IA, ce qui vous permettra de faire des choix judicieux pour vos charges de travail d'IA.
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Vous souhaitez utiliser AI Hypercomputer ? Ce cours est conçu pour vous aider à vous lancer. Nous aborderons les principes de base de cet outil et comment il aide l'IA dans ses charges de travail. Vous découvrirez les différents composants d'un hypercalculateur, tels que les GPU, les TPU et les CPU, et apprendrez à choisir la méthode de déploiement la mieux adaptée à vos besoins.
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Welcome to Base Camp, where you’ll develop key Google Cloud skills (available in Spanish and Portuguese too!) and earn an exclusive credential that will open doors to the cloud for you. No prior experience is required!
Google Cloud Compute : principes de base
Earned mai 11, 2026 EDT
Arcade Base Camp May 2026
Earned mai 11, 2026 EDT
Agents : principes de base
Earned mai 9, 2026 EDT
Introduction aux agents IA
Earned mai 9, 2026 EDT
Présentation des grands modèles de langage
Earned mai 8, 2026 EDT
Introduction à l'IA responsable
Earned mai 7, 2026 EDT
Présentation de l'IA générative
Earned mai 5, 2026 EDT
Deploy Your First Agent
Earned avr. 29, 2026 EDT
Créer et déployer des agents en production
Earned avr. 29, 2026 EDT
Arcade Adventure: GKE Operations and Networking
Earned avr. 27, 2026 EDT
Booster la productivité avec Gemini dans BigQuery
Earned avr. 24, 2026 EDT
Gérer Kubernetes dans Google Cloud
Earned avr. 23, 2026 EDT
Créer des modèles de ML avec BigQuery ML
Earned avr. 23, 2026 EDT
Works Meet Play: Skills Spawn
Earned avr. 21, 2026 EDT
Arcade Trail: Data Migration
Earned avr. 18, 2026 EDT
Arcade Voyage: Modern Application Development
Earned avr. 18, 2026 EDT
Arcade Base Camp April 2026
Earned avr. 9, 2026 EDT
Dialogue Design
Earned avr. 8, 2026 EDT
Arcade Adventure: Security, Data, and Cloud Operations
Earned mars 31, 2026 EDT
Arcade March 2026 Sprint 4
Earned mars 31, 2026 EDT
Arcade March 2026 Sprint 3
Earned mars 30, 2026 EDT
Arcade March 2026 Sprint 2
Earned mars 30, 2026 EDT
Arcade March 2026 Sprint 1
Earned mars 30, 2026 EDT
Arcade Trail: Automation and Analytics
Earned mars 29, 2026 EDT
Arcade Base Camp March 2026
Earned mars 25, 2026 EDT
Work Meets Play: Metrics in Motion
Earned mars 20, 2026 EDT
AI Boost Bites: AI Magic in a Sheets Cell
Earned mars 14, 2026 EDT
AI Boost Bites: Create ‘What If’ Scenarios with AI
Earned mars 14, 2026 EDT
AI Boost Bites: Create Your Ultimate College Scouting Report
Earned mars 14, 2026 EDT
AI Boost Bites: NotebookLM for Market Research
Earned mars 14, 2026 EDT
AI Boost Bites: Discover Sources in NotebookLM
Earned mars 14, 2026 EDT
AI Boost Bites: Gemini Slide Summaries
Earned mars 14, 2026 EDT
AI Boost Bites: Automate tasks with Gemini and Apps Script
Earned mars 14, 2026 EDT
AI Boost Bites: TL;DR with Gemini in Docs & Drive
Earned mars 14, 2026 EDT
AI Boost Bites: Content Generation with Gemini Made Easy
Earned mars 14, 2026 EDT
AI Boost Bites: Customer insights with NotebookLM
Earned mars 14, 2026 EDT
AI Boost Bites: Presentations in Seconds with Nano Banana Pro
Earned mars 14, 2026 EDT
AI Boost Bites: Become a Homework Hero for Your Kids
Earned mars 14, 2026 EDT
AI Boost Bites: Gemini Gems – Your ultimate marketing sidekick
Earned mars 13, 2026 EDT
AI Boost Bites: Create Your Own Productivity Tools
Earned mars 13, 2026 EDT
AI Boost Bites: Find the Story in Your Data
Earned mars 13, 2026 EDT
AI Boost Bites: Create Your Own Retro Arcade Game
Earned mars 13, 2026 EDT
AI Boost Bites: Turn Your Ideas into Animated Art
Earned mars 13, 2026 EDT
AI Boost Bites: Talk to Your Data in Sheets
Earned mars 13, 2026 EDT
AI Boost Bites: Make Any Big Purchase with Confidence
Earned mars 13, 2026 EDT
AI Boost Bites: Get Your Competitor's Playbook in Minutes
Earned mars 13, 2026 EDT
AI Boost Bites: From Napkin Sketch to Functional App
Earned mars 13, 2026 EDT
AI Boost Bites: How Google's L&D Uses AI to build Training Programs
Earned mars 13, 2026 EDT
AI Boost Bites: "Eat the Frog" with NotebookLM
Earned mars 13, 2026 EDT
AI Boost Bites: Build a Personalized Weather App
Earned mars 13, 2026 EDT
AI Boost Bites: Gemini Calendar Hacks in Gmail
Earned mars 13, 2026 EDT
AI Boost Bites: Become a Creative Mashup Artist
Earned mars 13, 2026 EDT
AI Boost Bites: Productivity On the Go with NotebookLM
Earned mars 13, 2026 EDT
AI Boost Bites: Become an AI Art Director for Your World
Earned mars 13, 2026 EDT
AI Boost Bites: Exec Summaries with Gemini Gems
Earned mars 13, 2026 EDT
AI Boost Bites: No-Code Sheets & Scripts
Earned mars 13, 2026 EDT
AI Boost Bites: Notes to Sheets with Gemini
Earned mars 12, 2026 EDT
AI Boost Bites: The Recruiter's Playbook in Gmail
Earned mars 12, 2026 EDT
AI Boost Bites: Triage a Crisis with Gemini
Earned mars 12, 2026 EDT
AI Boost Bites: Create a 3D Solar System
Earned mars 12, 2026 EDT
AI Boost Bites: How Google's L&D Uses AI for Strategy
Earned mars 12, 2026 EDT
AI Boost Bites: Bring your photos to life with AI
Earned mars 12, 2026 EDT
AI Boost Bites: Build Slides Fast with Gemini
Earned mars 12, 2026 EDT
AI Boost Bites: NotebookLM for Competitive Edge
Earned mars 12, 2026 EDT
AI Boost Bites: Personalization with customized prompts
Earned mars 12, 2026 EDT
AI Boost Bites: Animated Charts with Gemini
Earned mars 12, 2026 EDT
AI Boost Bites: Gamify Your Study Guides
Earned mars 12, 2026 EDT
AI Boost Bites: One-Click Campaign Visuals
Earned mars 12, 2026 EDT
AI Boost Bites: Guided Learning with Gemini
Earned mars 12, 2026 EDT
AI Boost Bites: Research Hacks with NotebookLM
Earned mars 12, 2026 EDT
AI Boost Bites: Advanced Analysis in Sheets
Earned mars 12, 2026 EDT
AI Boost Bites: Become a "Vibe DJ"
Earned mars 12, 2026 EDT
AI Boost Bites: Supercharge Research with Gemini
Earned mars 12, 2026 EDT
AI Boost Bites: Create the Perfect Portrait
Earned mars 12, 2026 EDT
AI Boost Bites: Create Docs in Seconds
Earned mars 12, 2026 EDT
AI Boost Bites: NotebookLM Video Overviews
Earned mars 12, 2026 EDT
AI Boost Bites: NotebookLM Mind Maps
Earned mars 12, 2026 EDT
AI Boost Bites: Email Content Creation
Earned mars 12, 2026 EDT
AI Boost Bites: Amplify Exec Voices with AI
Earned mars 12, 2026 EDT
AI Boost Bites: Streamline Event Planning with AI
Earned mars 12, 2026 EDT
AI Boost Bites: Build Your AI Strategic Partner
Earned mars 12, 2026 EDT
AI Boost Bites: Build an AI Support Bot
Earned mars 12, 2026 EDT
AI Boost Bites: Build a Custom AI Teammate
Earned mars 12, 2026 EDT
AI Boost Bites: Prompting like a Pro with Google Workspace
Earned mars 12, 2026 EDT
AI Boost Bites: Intro to NotebookLM
Earned mars 12, 2026 EDT
AI Boost Bites: Gemini Image-to-Sheets Hack
Earned mars 12, 2026 EDT
AI Boost Bites: Tame Your Inbox with AI
Earned mars 12, 2026 EDT
AI Boost Bites: AI Power-Ups for Google Workspace
Earned mars 12, 2026 EDT
AI Boost Bites: Your Personal Feedback Agent
Earned mars 11, 2026 EDT
Google DeepMind: 04 Discover The Transformer Architecture
Earned mars 11, 2026 EDT
Google DeepMind: 01 Build Your Own Small Language Model
Earned mars 11, 2026 EDT
Google DeepMind: 03 Design And Train Neural Networks
Earned mars 11, 2026 EDT
Google DeepMind: 02 Represent Your Language Data
Earned mars 11, 2026 EDT
Agents d'IA générative : transformer l'entreprise
Earned mars 10, 2026 EDT
Applications d'IA générative : changez votre façon de travailler
Earned mars 10, 2026 EDT
IA générative : se familiariser avec le domaine
Earned mars 9, 2026 EDT
IA générative : découvrir les concepts fondamentaux
Earned mars 9, 2026 EDT
IA générative : au-delà du chatbot
Earned mars 9, 2026 EDT
AI Boost Bites: Your Personal AI Study Partner
Earned mars 9, 2026 EDT
AI Boost Bites: NotebookLM Reports
Earned mars 9, 2026 EDT
AI Boost Bites: Project Notebooks
Earned mars 9, 2026 EDT
AI Boost Bites: Shareable Gems
Earned mars 9, 2026 EDT
AI Boost Bites: Your Personal AI Tutor
Earned mars 9, 2026 EDT
AI Boost Bites: Your AI Chart Detective
Earned mars 9, 2026 EDT
AI Boost Bites: Poke Holes in Your Strategy
Earned mars 9, 2026 EDT
AI Boost Bites: Presentation Scripts with Gemini
Earned mars 9, 2026 EDT
Se préparer à devenir Professional Cloud Network Engineer
Earned mars 7, 2026 EST
Google Drive
Earned mars 5, 2026 EST
Se préparer à devenir Associate Cloud Engineer
Earned mars 2, 2026 EST
Arcade February 2026 Sprint 2
Earned fév. 28, 2026 EST
Arcade February 2026 Sprint 1
Earned fév. 28, 2026 EST
Arcade Certification Zone February 2026
Earned fév. 27, 2026 EST
Work Meets Play: Journeys Made Easy
Earned fév. 27, 2026 EST
From Foundations To Wonders
Earned fév. 21, 2026 EST
Google Skills Arcade Trivia January 2026 Week 2
Earned jan. 31, 2026 EST
Google Skills Arcade Trivia January 2026 Week 1
Earned jan. 29, 2026 EST
Machine Learning Operations (MLOps) pour l'IA générative
Earned jan. 28, 2026 EST
Mise en réseau dans Google Cloud : architecture réseau
Earned jan. 22, 2026 EST
AI Infrastructure : techniques de mise en réseau
Earned jan. 21, 2026 EST
AI Infrastructure : options de stockage
Earned jan. 21, 2026 EST
Infrastructure d'IA : types de déploiements
Earned jan. 21, 2026 EST
AI Infrastructure : Cloud TPU
Earned jan. 21, 2026 EST
AI Infrastructure : Cloud GPU
Earned jan. 21, 2026 EST
AI Infrastructure : introduction à AI Hypercomputer
Earned jan. 21, 2026 EST
Google Skills Arcade Base Camp January 2026
Earned jan. 20, 2026 EST