佳融 李
Member since 2025
Silver League
12790 points
Secure Lakehouse Data
Earned يوليو 28, 2026 EDT
Google Skills Arcade Trivia November 2025 Week 4
Earned نوفمبر 9, 2025 EST
Google Skills Arcade Trivia November 2025 Week 3
Earned نوفمبر 9, 2025 EST
Google Skills Arcade Trivia November 2025 Week 2
Earned نوفمبر 9, 2025 EST
Google Skills Arcade Trivia November 2025 Week 1
Earned نوفمبر 9, 2025 EST
Google Skills Arcade Base Camp November 2025
Earned نوفمبر 8, 2025 EST
Level 1: Scalable Systems
Earned أكتوبر 29, 2025 EDT
Work Meets Play: AI Assured
Earned أكتوبر 25, 2025 EDT
Google Skills Arcade Certification Zone October 2025
Earned أكتوبر 24, 2025 EDT
Monitor Environments with Google Cloud Managed Service for Prometheus
Earned أكتوبر 24, 2025 EDT
Level 2: Cloud Operations and Application Management
Earned أكتوبر 24, 2025 EDT
Optimize Costs for Google Kubernetes Engine
Earned أكتوبر 21, 2025 EDT
AI Boost Bites: Your Personal Feedback Agent
Earned أكتوبر 21, 2025 EDT
Skills Boost Arcade Base Camp October 2025
Earned أكتوبر 20, 2025 EDT
Protect Cloud Traffic with Chrome Enterprise Premium Security
Earned أكتوبر 20, 2025 EDT
Secure Software Delivery
Earned أكتوبر 19, 2025 EDT
Share Data Using Google Data Cloud
Earned أكتوبر 19, 2025 EDT
Engineer Data for Predictive Modeling with BigQuery ML
Earned أكتوبر 18, 2025 EDT
Derive Insights from BigQuery Data
Earned أكتوبر 18, 2025 EDT
Build Google Cloud Infrastructure for AWS Professionals
Earned أكتوبر 18, 2025 EDT
Build a Data Warehouse with BigQuery
Earned أكتوبر 18, 2025 EDT
Set Up a Google Cloud Network
Earned أكتوبر 18, 2025 EDT
Develop Your Google Cloud Network
Earned أكتوبر 18, 2025 EDT
Build a Secure Google Cloud Network
Earned أكتوبر 18, 2025 EDT
Level 3: Generative AI
Earned أكتوبر 17, 2025 EDT
Skills Boost Arcade Trivia October 2025 Week 4
Earned أكتوبر 15, 2025 EDT
Deploy Multi-Agent Architectures
Earned أكتوبر 15, 2025 EDT
Skills Boost Arcade Trivia October 2025 Week 3
Earned أكتوبر 14, 2025 EDT
Enrich Metadata and Discovery of Lakehouse Data
Earned أكتوبر 13, 2025 EDT
Streaming Analytics into BigQuery
Earned أكتوبر 13, 2025 EDT
Skills Boost Arcade Trivia October 2025 Week 2
Earned أكتوبر 13, 2025 EDT
Agent Assist and its Gen AI Capabilities
Earned أكتوبر 13, 2025 EDT
Gen AI: Unlock Foundational Concepts
Earned أكتوبر 13, 2025 EDT
Monitoring in Google Cloud
Earned أكتوبر 13, 2025 EDT
Skills Boost Arcade Trivia October 2025 Week 1
Earned أكتوبر 13, 2025 EDT
Monitor and Manage Google Cloud Resources
Earned أكتوبر 12, 2025 EDT
Develop with Apps Script and AppSheet
Earned أكتوبر 12, 2025 EDT
Lights & Logic
Earned أكتوبر 12, 2025 EDT
Create and Manage Cloud Spanner Instances
Earned أكتوبر 11, 2025 EDT
Build a Data Mesh with Knowledge Catalog
Earned أكتوبر 11, 2025 EDT
Create and Manage Bigtable Instances
Earned أكتوبر 11, 2025 EDT
Create and Manage AlloyDB Instances
Earned أكتوبر 11, 2025 EDT
Create a Secure Data Lake on Cloud Storage
Earned أكتوبر 10, 2025 EDT
Configure Service Accounts and IAM Roles for Google Cloud
Earned أكتوبر 10, 2025 EDT
Implement Speech and Language Solutions with Pre-trained APIs
Earned أكتوبر 10, 2025 EDT
Store, Process, and Manage Data on Google Cloud - Console
Earned أكتوبر 10, 2025 EDT
Store, Process, and Manage Data on Google Cloud - Command Line
Earned أكتوبر 10, 2025 EDT
Prepare Data for Looker Dashboards and Reports
Earned أكتوبر 10, 2025 EDT
Build LookML Objects in Looker
Earned أكتوبر 10, 2025 EDT
Analyze Speech and Language with Google APIs
Earned أكتوبر 10, 2025 EDT
Analyze Sentiment with Natural Language API
Earned أكتوبر 10, 2025 EDT
Using the Google Cloud Speech API
Earned أكتوبر 10, 2025 EDT
Use APIs to Work with Cloud Storage
Earned أكتوبر 10, 2025 EDT
Analyze Images with the Cloud Vision API
Earned أكتوبر 10, 2025 EDT
Implement Sensitive Data Protection on Google Cloud
Earned أكتوبر 9, 2025 EDT
Implement Event-Driven Messaging and Automation Workflows
Earned أكتوبر 9, 2025 EDT
Build Event-Driven Applications with Eventarc
Earned أكتوبر 9, 2025 EDT
Implement Cloud Storage and Data Protection Solutions
Earned أكتوبر 9, 2025 EDT
Deploy and Secure Serverless APIs with API Gateway
Earned أكتوبر 9, 2025 EDT
Use Functions, Formulas, and Charts in Google Sheets
Earned أكتوبر 9, 2025 EDT
Diwali Dialogues
Earned أكتوبر 9, 2025 EDT
Inspect Rich Documents with Gemini Multimodality and Multimodal RAG
Earned أكتوبر 9, 2025 EDT
The Basics of Google Cloud Compute
Earned أكتوبر 8, 2025 EDT
Manage Kubernetes in Google Cloud
Earned أكتوبر 7, 2025 EDT
Gen AI: Navigate the Landscape
Earned أكتوبر 7, 2025 EDT
Build a Website on Google Cloud
Earned أكتوبر 7, 2025 EDT
Implement Multimodal Vector Search with BigQuery
Earned أكتوبر 7, 2025 EDT
Gen AI: Beyond the Chatbot
Earned أكتوبر 7, 2025 EDT
Kickstarting Application Development with Gemini Code Assist
Earned أكتوبر 7, 2025 EDT
Responsible AI: Applying AI Principles with Google Cloud
Earned أكتوبر 6, 2025 EDT
Gen AI Apps: Transform Your Work
Earned أكتوبر 3, 2025 EDT
Create Agents with Generative Playbooks
Earned أكتوبر 3, 2025 EDT
Configure Gemini Code Assist for Organizations
Earned أكتوبر 3, 2025 EDT
Transformer Models and BERT Model
Earned أكتوبر 2, 2025 EDT
Use Machine Learning APIs on Google Cloud
Earned أكتوبر 2, 2025 EDT
Introduction to Security in the World of AI
Earned أكتوبر 2, 2025 EDT
Develop Serverless Applications on Cloud Run
Earned أكتوبر 2, 2025 EDT
Prepare Data for ML APIs on Google Cloud
Earned أكتوبر 2, 2025 EDT
[DEPRECATED]Introduction to Responsible AI
Earned أكتوبر 2, 2025 EDT
Introduction to Large Language Models
Earned أكتوبر 2, 2025 EDT
Deploy Kubernetes Applications on Google Cloud
Earned أكتوبر 2, 2025 EDT
Introduction to Generative AI
Earned أكتوبر 2, 2025 EDT
Gen AI Agents: Transform Your Organization
Earned أكتوبر 2, 2025 EDT
Create ML Models with BigQuery ML
Earned أكتوبر 1, 2025 EDT
Encoder-Decoder Architecture
Earned أكتوبر 1, 2025 EDT
Develop Serverless Apps with Firebase
Earned أكتوبر 1, 2025 EDT
Create and Manage Cloud SQL for PostgreSQL Instances
Earned أكتوبر 1, 2025 EDT
Build Serverless Applications with Cloud Run Functions
Earned أكتوبر 1, 2025 EDT
Deploy and Manage Applications on Google App Engine
Earned أكتوبر 1, 2025 EDT
App Building with AppSheet
Earned أكتوبر 1, 2025 EDT
Analyze BigQuery Data in Connected Sheets
Earned أكتوبر 1, 2025 EDT
Create Image Captioning Models
Earned أكتوبر 1, 2025 EDT
Set Up an App Dev Environment on Google Cloud
Earned أكتوبر 1, 2025 EDT
Implementing Cloud Load Balancing for Compute Engine
Earned أكتوبر 1, 2025 EDT
Organize and Govern Data with Knowledge Catalog
Earned أكتوبر 1, 2025 EDT
Implement Cloud Collaboration and Productivity Workflows
Earned سبتمبر 30, 2025 EDT
Attention Mechanism
Earned سبتمبر 30, 2025 EDT
Prompt Design in Agent Platform
Earned سبتمبر 28, 2025 EDT
Introduction to Image Generation
Earned سبتمبر 28, 2025 EDT
Explore Generative AI in Agent Platform
Earned سبتمبر 28, 2025 EDT
Build AI Agents with Agent Platform and Flutter
Earned سبتمبر 28, 2025 EDT
Website Modernization with Generative AI on Google Cloud
Earned سبتمبر 28, 2025 EDT
Create Generative AI Apps on Google Cloud
Earned سبتمبر 28, 2025 EDT
Develop Gen AI Apps with Gemini and Streamlit
Earned سبتمبر 28, 2025 EDT
Skills Boost Arcade Trivia September 2025 Week 1
Earned سبتمبر 27, 2025 EDT
Skills Boost Arcade Trivia September 2025 Week 2
Earned سبتمبر 26, 2025 EDT
Work Meets Play: Scaling Success
Earned سبتمبر 25, 2025 EDT
Machine Learning Operations (MLOps) with Agent Platform: Model Evaluation
Earned سبتمبر 23, 2025 EDT
Machine Learning Operations (MLOps) for Generative AI
Earned سبتمبر 22, 2025 EDT
[DEPRECATED] Gemini for end-to-end SDLC
Earned سبتمبر 22, 2025 EDT
Skills Boost Arcade Trivia September 2025 Week 3
Earned سبتمبر 22, 2025 EDT
Level 2: AI and Data Innovation on Google Cloud
Earned سبتمبر 21, 2025 EDT
[DEPRECATED] Gemini for Application Developers
Earned سبتمبر 21, 2025 EDT
Skills Boost Arcade Trivia September 2025 Week 4
Earned سبتمبر 21, 2025 EDT
Build Real World AI Applications with Gemini and Imagen
Earned سبتمبر 20, 2025 EDT
Generative AI Explorer - Agent Platform
Earned سبتمبر 20, 2025 EDT
Complete the introductory Secure Lakehouse Data skill badge course to demonstrate skills with IAM, BigQuery, Lakehouse, and Knowledge Catalog to create and secure Lakehouse tables.
Learn more
Hey there! You're invited to game on with Google Skills Arcade Trivia for November Week 4! 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 November Trivia Week 4 badge!
Learn more
Hey there! You're invited to game on with Google Skills Arcade Trivia for November Week 3! 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 November Trivia Week 3 badge!
Learn more
Hey there! You're invited to game on with Google Skills Arcade Trivia for November 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 November Trivia Week 2 badge!
Learn more
Hey there! You're invited to game on with Google Skills Arcade Trivia for November 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 November Trivia Week 1 badge!
Learn more
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!
Learn more
Every minute, people upload more than 500 hours of video to YouTube, while apps worldwide handle millions of users at once. Managing that kind of demand requires powerful, scalable cloud solutions. In this challenge, you’ll store and serve media in Cloud Storage, deploy apps on Kubernetes Engine, and connect networks with VPC peering. You’ll also explore Cloud Functions, Cloud Run, IAM, and load balancing for secure, reliable systems—plus dive into Dataproc and Video Intelligence for smarter data insights. These labs show how today’s apps scale, stay secure, and keep delivering when demand never slows down!
Learn more
At Hitachi’s Omika Works, Google Cloud helped turn routine inspections into smart, lightning-fast quality checks. Using Visual Inspection AI, teams could spot defects in minutes instead of hours with accuracy that sets a new standard. This challenge builds on that real-world innovation. You’ll work with Google Cloud tools to create AI models, analyze images and text, protect data in Gen AI responses, and manage scalable operations with Kubernetes. Learn by doing—and see how Google Cloud makes work faster, smarter, and more effective.
Learn more
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.
Learn more
Earn a skill badge by completing the Monitor Environments with Google Cloud Managed Service for Prometheus skill badge course, where you learn Kubernetes Monitoring with Google Cloud Managed Service for Prometheus.
Learn more
Modern applications rely on scalable infrastructure, secure identity management, and real-time monitoring to perform reliably. In this challenge, you’ll learn to configure Cloud Storage buckets for website hosting, deploy containers with Google Kubernetes Engine, and manage authentication and authorization with Vault. Explore Cloud Spanner for highly available databases, troubleshoot data models in Looker, and improve LookML projects for usability. You’ll also monitor logs, create alerts, and dive into Cloud Functions across Go, Node.js, .NET, and PHP to build responsive, secure, and scalable cloud applications.
Learn more
Complete the intermediate Optimize Costs for Google Kubernetes Engine skill badge course to demonstrate skills in the following: creating and managing multi-tenant clusters, monitoring resource usage by namespace, configuring cluster and pod autoscaling for efficiency, setting up load balancing for optimal resource distribution, and implementing liveness and readiness probes to ensure application health and cost-effectiveness.
Learn more
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.
Learn more
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!
Learn more
Earn a skill badge by completing the Protect Cloud Traffic with Chrome Enterprise Premium Security skill badge course, where you learn how to leverage Chrome Enterprise Premium to provide secure access to critical apps and services, improve your security posture with a modern Zero Trust platform, securely provide access to resources using identity and context-aware access control, and support hybrid cloud workloads using Client Connector.
Learn more
Complete the intermediate Secure Software Delivery skill badge to demonstrate your proficiency in proactively integrating security into the software development lifecycle (SDLC) with DevSecOps principles. You'll learn how to utilize Google Kubernetes Engine (GKE) and Cloud Run for secure container image deployment, implement automated vulnerability scanning to proactively identify risks, and streamline application development with Artifact Registry while maintaining a focus on security. Additionally, you'll gain skills in integrating Cloud Build for robust development processes and implementing Admission Control Policies for fine-grained control over your environment.
Learn more
Earn a skill badge by completing the Share Data Using Google Data Cloud skill badge course, where you will gain practical experience with Google Cloud Data Sharing Partners, which have proprietary datasets that customers can use for their analytics use cases. Customers subscribe to this data, query it within their own platform, then augment it with their own datasets and use their visualization tools for their customer facing dashboards.
Learn more
Complete the intermediate Engineer Data for Predictive Modeling with BigQuery ML skill badge to demonstrate skills in the following: building data transformation pipelines to BigQuery using Dataprep by Trifacta; using Cloud Storage, Dataflow, and BigQuery to build extract, transform, and load (ETL) workflows; and building machine learning models using BigQuery ML.
Learn more
Complete the introductory Derive Insights from BigQuery Data skill badge course to demonstrate skills in the following: Write SQL queries.Query public tables.Load sample data into BigQuery.Troubleshoot common syntax errors with the query validator in BigQuery.Create reports in Data Studio by connecting to BigQuery data.
Learn more
Earn a skill badge by completing the Build Google Cloud Infrastructure for AWS Professionals course, where you learn how to configure IAM permission, orchestrate workloads using Kubernetes, host a web application using compute engine, and configure load balancing.
Learn more
Complete the intermediate Build a Data Warehouse with BigQuery skill badge course to demonstrate skills in the following: joining data to create new tables, troubleshooting joins, appending data with unions, creating date-partitioned tables, and working with JSON, arrays, and structs in BigQuery.
Learn more
Earn a skill badge by completing the Set Up a Google Cloud Network skill badge course, where you will learn how to perform basic networking tasks on Google Cloud Platform - create a custom network, add subnets firewall rules, then create VMs and test the latency when they communicate with each other.
Learn more
Earn a skill badge by completing the Develop your Google Cloud Network skill badge course, where you learn multiple ways to deploy and monitor applications including how to: explore IAM roles and add/remove project access, create VPC networks, deploy and monitor Compute Engine VMs, write SQL queries, deploy and monitor VMs in Compute Engine, and deploy applications using Kubernetes with multiple deployment approaches.
Learn more
Earn a skill badge by completing the Build a Secure Google Cloud Network skill badge course, where you will learn about multiple networking-related resources to build, scale, and secure your applications on Google Cloud.
Learn more
Nearly 1 in 3 people worldwide already use AI chatbots in their daily lives, and more than 90% of companies are exploring generative AI for work and learning. In this challenge, you’ll chat with bots that can talk about movies and music, and help you practise French, Spanish, Hindi, Mandarin, and Portuguese. You’ll also explore AI study partners designed for cloud roles like architect, engineer, and digital leader. These labs show how AI can make learning easier, more interactive, and a lot more fun.
Learn more
Hey there! You're invited to game on with Skills Boost Arcade Trivia for October Week 4! 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 October Trivia Week 4 badge!
Learn more
Complete the advanced Deploy Multi-Agent Architectures skill badge to demonstrate skills in the following: building multi-agent systems with ADK, connecting agents with the Agent-to-Agent (A2A) protocol, integrating external tools using the Model Context Protocol (MCP), and deploying a complete multi-agent solution to Agent Engine. Explore other content in the Gemini Enterprise Agent Ready (GEAR) program.
Learn more
Hey there! You're invited to game on with Skills Boost Arcade Trivia for October Week 3! 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 October Trivia Week 3 badge!
Learn more
Complete the Enrich Metadata and Discovery of Lakehouse Data skill badge course to demonstrate skills in BigQuery, Lakehouse, and Knowledge Catalog. You create Lakehouse tables and enrich metadata management and discovery of the table data.
Learn more
Earn a skill badge by completing the Streaming Analytics into BigQuery skill badge course, where you use Pub/Sub, Dataflow and BigQuery together to stream data for analytics.
Learn more
Hey there! You're invited to game on with Skills Boost Arcade Trivia for October 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 October Trivia Week 2 badge!
Learn more
Unlock the power of generative AI to create intelligent, automated agents. After completing this course, you'll be equipped to develop a data store agent that can instantly answer complex questions by automatically extracting and synthesizing information from your websites, documents, or structured data. Say goodbye to static FAQs—your new agent will provide dynamic, accurate answers and even surface the original source URLs, all with a simple and rapid setup. Explore other content in the Gemini Agent Ready (GEAR) program.
Learn more
Gen AI: Unlock Foundational Concepts is the second course of the Gen AI Leader learning path. In this course, you unlock the foundational concepts of generative AI by exploring the differences between AI, ML, and gen AI, and understanding how various data types enable generative AI to address business challenges. You also gain insights into Google Cloud strategies to address the limitations of foundation models and the key challenges for responsible and secure AI development and deployment.
Learn more
Complete the introductory Monitoring in Google Cloud skill badge course to demonstrate skills in the following: using Cloud Monitoring tools to monitor resources on Google Cloud.
Learn more
Hey there! You're invited to game on with Skills Boost Arcade Trivia for October 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 October Trivia Week 1 badge!
Learn more
Complete the introductory Monitor and Manage Google Cloud Resources skill badge to demonstrate skills in the following: granting and revoking IAM permissions; installing monitoring and logging agents; creating, deploying, and testing an event-driven Cloud Run function.
Learn more
Earn a skill badge by completing the Develop with Apps Script and AppSheet skill badge course, where you learn how to build chat bots and how to use the script editor in any document.
Learn more
This Diwali, it’s not just lights—it’s your brain that gets to sparkle! Take on quizzes and challenges across cloud building blocks, firewalls, Compute Engine, Cloud Storage, Networking, and Identity & Access. Test your knowledge on roles like Cloud Digital Leader, DevOps Engineer, Cloud Developer, and Data Practitioner. Each question is a little spark, every correct answer lights up your skills!
Learn more
Complete the introductory Create and Manage Cloud Spanner Instances skill badge to demonstrate skills in the following: creating and interacting with Cloud Spanner instances and databases; loading Cloud Spanner databases using various techniques; backing up Cloud Spanner databases; defining schemas and understanding query plans; and deploying a Modern Web App connected to a Cloud Spanner instance.
Learn more
Complete the introductory Build a Data Mesh with Knowledge Catalog skill badge to demonstrate skills in the following: building a data mesh with Knowledge Catalog to facilitate data security, governance, and discovery on Google Cloud. You practice and test your skills in tagging assets, assigning IAM roles, and assessing data quality in Knowledge Catalog.
Learn more
Complete the introductory Create and Manage Bigtable Instances skill badge to demonstrate skills in the following: creating instances, designing schemas, querying data, and performing administrative tasks in Bigtable including monitoring performance and configuring node autoscaling and replication.
Learn more
Complete the introductory Create and Manage AlloyDB Instances skill badge to demonstrate skills in the following: performing core AlloyDB operations and tasks, migrating to AlloyDB from PostgreSQL, administering an AlloyDB database, and accelerating analytical queries using the AlloyDB Columnar Engine.
Learn more
Complete the introductory Create a Secure Data Lake on Cloud Storage skill badge course to demonstrate skills in the following: securing and configuring a Cloud Storage bucket, using Gemini for text generation, managing IAM access control, and establishing a Knowledge Catalog lake for data governance.
Learn more
Earn the Introductory skill badge by completing the Configure Service Accounts and IAM Roles for Google Cloud course, where you learn about service accounts, custom roles, and how to set permissions using gcloud .
Learn more
Earn the Introductory Skill Badge by completing the Implement Speech and Language Solutions with Pre-trained APIs course, where you learn how to use speech related API tools to synthesise and transcribe speech.
Learn more
Cloud Storage, Cloud Functions, and Cloud Pub/Sub are all Google Cloud Platform services that can be used to store, process, and manage data. All three services can be used together to create a variety of data-driven applications. In this skill badge you use Cloud Storage to store images, Cloud Functions to process the images, and Cloud Pub/Sub to send the images to another application.
Learn more
Cloud Storage, Cloud Functions, and Cloud Pub/Sub are all Google Cloud Platform services that can be used to store, process, and manage data. All three services can be used together to create a variety of data-driven applications. In this skill badge you use Cloud Storage to store images, Cloud Functions to process the images, and Cloud Pub/Sub to send the images to another application.
Learn more
Complete the introductory Prepare Data for Looker Dashboards and Reports skill badge course to demonstrate skills in the following: filtering, sorting, and pivoting data; merging results from different Looker Explores; and using functions and operators to build Looker dashboards and reports for data analysis and visualization.
Learn more
Complete the introductory Build LookML Objects in Looker skill badge course to demonstrate skills in the following: building new dimensions and measures, views, and derived tables; setting measure filters and types based on requirements; updating dimensions and measures; building and refining Explores; joining views to existing Explores; and deciding which LookML objects to create based on business requirements.
Learn more
Earn a skill badge by completing the Analyze Speech and Language with Google APIs quest, where you learn how to use the Natural Language and Speech APIs in real-world settings.
Learn more
Earn a skill badge by completing the Analyze Sentiment with Natural Language API quest, where you learn how the API derives sentiment from text.
Learn more
Earn a skill badge by completing the Using the Google Cloud Speech API skill badge course, where you learn how create a Speech-to-Text API request, transcribe audio speech to text, and transcribe speech.
Learn more
Complete the introductory Use APIs to Work with Cloud Storage skill badge to demonstrate skills in the following: using APIs to work with Cloud Storage resources, including the Cloud Storage API.
Learn more
Earn a skill badge by completing the Analyze Images with the Cloud Vision API quest, where you discover how to leverage the Cloud Vision API for various tasks, including extracting text from images.
Learn more
Complete the Implement Sensitive Data Protection on Google Cloud Skill Badge course to demonstrate skills in the following: using Sensitive Data Protection services (including the Cloud Data Loss Prevention API) to inspect, redact, and de-identify sensitive data in Google Cloud.
Learn more
Earn a skill badge by completing the Implement Event-Driven Messaging and Automation Workflows skill badge course, where you learn how to use Pub/Sub through the Cloud console, how Cloud Scheduler jobs can save you effort, and when Pub/Sub Lite can save you money on high-volume event ingestion.
Learn more
Earn a Skill Badge by completing the Build Event-Driven Applications with Eventarc course. In this course, you use Eventarc to create event triggers for different resources, including Pub/Sub topics and Cloud Storage buckets.
Learn more
Earn a Skill Badge by completing the Implement Cloud Storage and Data Protection Solutions course. Learn to create a Cloud Storage bucket, use the command line, and protect objects with Bucket Lock.
Learn more
Earn a skill badge by completing the Deploy and Secure Serverless APIs with API Gateway skill badge course, where you learn how to use API Gateway to deploy, secure, and manage APIs with a fully managed gateway.
Learn more
Complete the intermediate Use Functions, Formulas and Charts in Google Sheets skill badge course to demonstrate skills in the following: analyzing data with functions; visualizing data using charts; and searching, validating, formatting, and displaying data.
Learn more
This Diwali, trade the fireworks for fun chats! Hang out with Arcade Chatbots to brush up on cloud skills, from Cloud Architect to Machine Learning, then race through football stadiums and Olympic events—sprints, BMX, swimming, you name it. Every chat is a little spark that makes learning feel festive, fun, and totally worth it!
Learn more
Complete the intermediate Inspect Rich Documents with Gemini Multimodality and Multimodal RAG skill badge course to demonstrate skills in the following: using multimodal prompts to extract information from text and visual data, generating a video description, and retrieving extra information beyond the video using multimodality with Gemini; building metadata of documents containing text and images, getting all relevant text chunks, and printing citations by using Multimodal Retrieval Augmented Generation (RAG) with Gemini. Explore other content in the Gemini Enterprise Agent Ready (GEAR) program.
Learn more
Earn a skill badge by completing the The Basics of Google Cloud Compute skill badge course, where you learn how to work with virtual machines (VMs), persistent disks, and web servers using Compute Engine.
Learn more
Complete the intermediate Manage Kubernetes in Google Cloud skill badge course to demonstrate skills in the following: managing deployments with kubectl, monitoring and debugging applications on Google Kubernetes Engine (GKE), and continuous delivery techniques.
Learn more
Gen AI: Navigate the Landscape is the third course of the Gen AI Leader learning path. Gen AI is changing how we work and interact with the world around us. But as a leader, how can you harness its power to drive real business outcomes? In this course, you explore the different layers of building gen AI solutions, Google Cloud’s offerings, and the factors to consider when selecting a solution.
Learn more
Earn the introductory skill badge by completing the Build a Website on Google Cloud skill badge course. This course is based on the Get Cooking in Cloud series and covers`:`Deploying a website on Cloud RunHosting a web app on Compute EngineCreating, deploying, and scaling your website on Google Kubernetes EngineMigrating from a monolithic application to a microservices architecture using Cloud Build
Learn more
Complete the intermediate Implement Multimodal Vector Search with BigQuery skill badge to demonstrate skills in the following: using Gemini in BigQuery to generate and debug SQL, conduct sentiment analysis, summarize text and identify keywords, generate embeddings, create a Retrieval Augmented Generation (RAG) pipeline, and implement multimodal vector search.
Learn more
Gen AI: Beyond the Chatbot is the first course of the Gen AI Leader learning path and has no prerequisites. This course aims to move beyond the basic understanding of chatbots to explore the true potential of generative AI for your organization. You explore concepts like foundation models and prompt engineering, which are crucial for leveraging the power of gen AI. The course also guides you through important considerations you should make when developing a successful gen AI strategy for your organization.
Learn more
Earn a skill badge by completing the Kickstarting Application Development with Gemini Code Assist course, where you will learn to leverage the power of Google's AI coding assistant and multiple development tech
Learn more
As the use of enterprise Artificial Intelligence and Machine Learning continues to grow, so too does the importance of building it responsibly. A challenge for many is that talking about responsible AI can be easier than putting it into practice. If you’re interested in learning how to operationalize responsible AI in your organization, this course is for you.
In this course, you will learn how Google Cloud does this today, together with best practices and lessons learned, to serve as a framework for you to build your own responsible AI approach.
Learn more
Transform Your Work With Gen AI Apps is the fourth course of the Gen AI Leader learning path. This course introduces Google’s gen AI applications, such as Google Workspace with Gemini and Gemini Notebook. It guides you through concepts like grounding, retrieval augmented generation, constructing effective prompts and building automated workflows.
Learn more
This course will teach you how to build conversational experiences for Conversational Agents using Generative Playbooks. You'll start with an introduction to playbooks and learn how to set up your first one. You'll also learn about the importance of testing, as well as key production considerations like quota limits and integration. The course concludes with a case study that shows how to use playbooks for generative steering. Explore other content in the Gemini Agent Ready (GEAR) program.
Learn more
This course is designed for Google Cloud developers and DevOps engineers who have basic knowledge of the Google Cloud console and are responsible for configuring Gemini Code Assist for an organization. The course introduces the benefits of Gemini Code Assist and compares the features of the different Gemini Code Assist editions. The course also shows you how to configure and manage Gemini Code Assist within an organization.
Learn more
This course introduces you to the Transformer architecture and the Bidirectional Encoder Representations from Transformers (BERT) model. You learn about the main components of the Transformer architecture, such as the self-attention mechanism, and how it is used to build the BERT model. You also learn about the different tasks that BERT can be used for, such as text classification, question answering, and natural language inference.This course is estimated to take approximately 45 minutes to complete.
Learn more
Earn the advanced skill badge by completing the Use Machine Learning APIs on Google Cloud course, where you learn the basic features for the following machine learning and AI technologies: Cloud Vision API, Cloud Translation API, and Cloud Natural Language API.
Learn more
Artificial Intelligence (AI) offers transformative possibilities, but it also introduces new security challenges. This course equips security and data protection leaders with strategies to securely manage AI within their organizations. Learn a framework for proactively identifying and mitigating AI-specific risks, protecting sensitive data, ensuring compliance, and building a resilient AI infrastructure. Pick use cases from four different industries to explore how these strategies apply in real-world scenarios.
Learn more
Complete the intermediate Develop Serverless Applications on Cloud Run skill badge course to demonstrate skills in the following: integrating Cloud Run with Cloud Storage for data management, architecting resilient asynchronous systems using Cloud Run and Pub/Sub, constructing REST API gateways powered by Cloud Run, and building and deploying services on Cloud Run.
Learn more
Complete the introductory Prepare Data for ML APIs on Google Cloud skill badge to demonstrate skills in the following: cleaning data with Dataprep by Trifacta, running data pipelines in Dataflow, creating clusters and running Apache Spark jobs in Managed Service for Apache Spark, and calling ML APIs including the Cloud Natural Language API, Google Cloud Speech-to-Text API, and Video Intelligence API.
Learn more
This is an introductory-level microlearning course aimed at explaining what responsible AI is, why it's important, and how Google implements responsible AI in their products. It also introduces Google's 3 AI principles.
Learn more
This is an introductory level micro-learning course that explores what large language models (LLM) are, the use cases where they can be utilized, and how you can use prompt tuning to enhance LLM performance. It also covers Google tools to help you develop your own Gen AI apps. Explore other content in the Gemini Agent Ready (GEAR) program.
Learn more
Complete the intermediate Deploy Kubernetes Applications on Google Cloud skill badge course to demonstrate skills in the following: Configuring and building Docker container images.Creating and managing Google Kubernetes Engine (GKE) clusters.Utilizing kubectl for efficient cluster management.Deploying Kubernetes applications with robust continuous delivery (CD) practices.
Learn more
This is an introductory level microlearning course aimed at explaining what Generative AI is, how it is used, and how it differs from traditional machine learning methods. It also covers Google Tools to help you develop your own Gen AI apps.
Learn more
Gen AI Agents: Transform Your Organization is the fifth and final course of the Gen AI Leader learning path. This course explores how organizations can use custom gen AI agents to help tackle specific business challenges. You gain hands-on practice building a basic gen AI agent, while exploring the components of these agents, such as models, reasoning loops, and tools. Explore other content in the Gemini Agent Ready (GEAR) program.
Learn more
Complete the intermediate Create ML Models with BigQuery ML skill badge to demonstrate skills in creating and evaluating machine learning models with BigQuery ML to make data predictions.
Learn more
This course gives you a synopsis of the encoder-decoder architecture, which is a powerful and prevalent machine learning architecture for sequence-to-sequence tasks such as machine translation, text summarization, and question answering. You learn about the main components of the encoder-decoder architecture and how to train and serve these models. In the corresponding lab walkthrough, you’ll code in TensorFlow a simple implementation of the encoder-decoder architecture for poetry generation from the beginning.
Learn more
Complete the intermediate Develop Serverless Apps with Firebase skill badge course to demonstrate skills in the following: architecting and building serverless web applications with Firebase, utilizing Firestore for database management, automating deployment processes using Cloud Build, and integrating Google Assistant functionality into your applications.
Learn more
Complete the introductory Create and Manage Cloud SQL for PostgreSQL Instances skill badge to demonstrate skills in the following: migrating, configuring, and managing Cloud SQL for PostgreSQL instances and databases.
Learn more
Earn a Introductory skill badge by completing the Build Serverless Applications with Cloud Run Functions course, where you learn how to use Cloud Run functions through the Google Cloud console and on the command line.
Learn more
Earn a Skill Badge by completing the Deploy and Manage Applications on Google App Engine course, where you learn how to use App Engine with Python, Go, and PHP.
Learn more
Earn a skill badge by completing the App Building with AppSheet course, where you learn how to build, configure, and publish apps using AppSheet.
Learn more
Complete the Analyze BigQuery Data in Connected Sheets skill badge to demonstrate that you can use Connected Sheets to access, analyze, visualize, and share billions of rows of BigQuery data from your Google Sheets spreadsheet.
Learn more
This course teaches you how to create an image captioning model by using deep learning. You learn about the different components of an image captioning model, such as the encoder and decoder, and how to train and evaluate your model. By the end of this course, you will be able to create your own image captioning models and use them to generate captions for images
Learn more
Earn a skill badge by completing the Set Up an App Dev Environment on Google Cloud skill badge course, where you learn how to build and connect storage-centric cloud infrastructure using the basic capabilities of the following technologies: Cloud Storage, Identity and Access Management, Cloud Functions, and Pub/Sub.
Learn more
Complete the introductory Implementing Cloud Load Balancing for Compute Engine skill badge to demonstrate skills in the following: creating and deploying virtual machines in Compute Engine and configuring network and application load balancers.
Learn more
Complete the introductory Organize and Govern Data with Knowledge Catalog skill badge to demonstrate skills in the following: creating Knowledge Catalog assets, creating aspect types, and applying aspects to entries in Knowledge Catalog.
Learn more
Earn an introductory skill badge by completing the Implement Cloud Collaboration and Productivity Workflows course, where you will get introduced to Google's collaborative platform and learn to use Gmail, Calendar, Meet, Drive, Sheets, and AppSheet.
Learn more
This course will introduce you to the attention mechanism, a powerful technique that allows neural networks to focus on specific parts of an input sequence. You will learn how attention works, and how it can be used to improve the performance of a variety of machine learning tasks, including machine translation, text summarization, and question answering. This course is estimated to take approximately 45 minutes to complete.
Learn more
Complete the introductory Prompt Design in Agent Platform skill badge to demonstrate skills in the following: prompt engineering, image analysis, and multimodal generative techniques, within Agent Platform. Discover how to craft effective prompts, guide generative AI output, and apply Gemini models to real-world marketing scenarios. Explore other content in the Gemini Enterprise Agent Ready (GEAR) program.
Learn more
This course introduces diffusion models, a family of machine learning models that recently showed promise in the image generation space. Diffusion models draw inspiration from physics, specifically thermodynamics. Within the last few years, diffusion models became popular in both research and industry. Diffusion models underpin many state-of-the-art image generation models and tools on Google Cloud. This course introduces you to the theory behind diffusion models and how to train and deploy them on Gemini Enterprise Agent Platform.
Learn more
Complete the intermediate Explore Generative AI in Agent Platform skill badge to demonstrate skills in text generation, image and video analysis for enhanced content creation, and applying function calling techniques within the Gemini API. Discover how to leverage sophisticated Gemini techniques, explore multimodal content generation, and expand the capabilities of your AI-powered projects. Explore other content in the Gemini Enterprise Agent Ready (GEAR) program.
Learn more
This course provides a foundational understanding of Gemini models and their application in generative AI solutions. You will explore the tools available on the Gemini Enterprise Agent Platform to build search and reasoning capabilities for your apps.
You will also work with Flutter, Google's UI framework used to build applications for multiple platforms from a single codebase.
Explore other content in the Gemini Agent Ready (GEAR) program.
Learn more
Enhance the navigation experience of your website by using generative AI (gen AI) to provide a better search experience for your users.
In this course, you'll learn how to use Agent Search on Gemini Enterprise Agent Platform to provide your website users a generative search experience, enabling them to discover content offered by the website. As a website editor, you also learn how to use gen AI to quickly and efficiently translate and improve the content using suggestions. Explore other content in the Gemini Agent Ready (GEAR) program.
Learn more
Generative AI applications can create new user experiences that were nearly impossible before the invention of large language models (LLMs). As an application developer, how can you use generative AI to build engaging, powerful apps on Google Cloud?
In this course, you'll learn about generative AI applications and how you can use prompt design and retrieval augmented generation (RAG) to build powerful applications using LLMs. You'll learn about a production-ready architecture that can be used for generative AI applications and you'll build an LLM and RAG-based chat application. Explore other content in the Gemini Agent Ready (GEAR) program.
Learn more
Complete the intermediate Develop Gen AI Apps with Gemini and Streamlit skill badge course to demonstrate skills in text generation, applying function calls with the Python SDK and Gemini API, and deploying a Streamlit application with Cloud Run. In this course, you learn Gemini prompting, test Streamlit apps in Cloud Shell, and deploy them as Docker containers in Cloud Run. Explore other content in the Gemini Enterprise Agent Ready (GEAR) program.
Learn more
Hey there! You're invited to game on with Skills Boost Arcade Trivia for September 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 September Trivia Week 1 badge!
Learn more
Hey there! You're invited to game on with Skills Boost Arcade Trivia for September 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 September Trivia Week 2 badge!
Learn more
Explore how businesses like AnyMind scale with Google Cloud. Build predictive models with BigQuery ML, deploy quickly with Vertex AI, and draw powerful insights in Looker. Streamline operations with Cloud Functions and Pub/Sub to keep growth on track. By the end, you’ll see how the right tools help transform growing pains into scalable, long-term success.
Learn more
This course equips machine learning practitioners with the essential tools, techniques, and best practices for evaluating both generative and predictive AI models. Model evaluation is a critical discipline for ensuring that ML systems deliver reliable, accurate, and high-performing results in production.
Participants will gain a deep understanding of various evaluation metrics, methodologies, and their appropriate application across different model types and tasks. The course will emphasize the unique challenges posed by generative AI models and provide strategies for tackling them effectively. By leveraging Google Cloud's Agent Platform, participants will learn how to implement robust evaluation processes for model selection, optimization, and continuous monitoring.
Learn more
This course is dedicated to equipping you with the knowledge and tools needed to uncover the unique challenges faced by MLOps teams when deploying and managing Generative AI models, and exploring how Gemini Enterprise Agent Platform empowers AI teams to streamline MLOps processes and achieve success in Generative AI projects.
Learn more
In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps you use Google products and services to develop, test, deploy, and manage applications. With help from Gemini, you learn how to develop and build a web application, fix errors in the application, develop tests, and query data. Using a hands-on lab, you experience how Gemini improves the software development lifecycle (SDLC).
Duet AI was renamed to Gemini, our next-generation model.
Learn more
Hey there! You're invited to game on with Skills Boost Arcade Trivia for September Week 3! 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 September Trivia Week 3 badge!
Learn more
Data complexity slows innovation, with studies showing that nearly 70% of organizations struggle to unify siloed data and apply AI effectively. This challenge takes you end-to-end—starting with solving data join pitfalls, building warehouses, and governing assets with Dataplex, then moving into automation with Document AI and hands-on generative AI. You’ll practice ingesting healthcare data, managing cloud storage, customizing AI models, and even building a chat app with the Gemini API—skills that reflect the real-world shift toward data-driven and AI-powered solutions.
Learn more
In this course, you learn how Gemini, a generative AI-powered collaborator from Google Cloud, helps developers build applications. You learn how to prompt Gemini to explain code, recommend Google Cloud services, and generate code for your applications. Using a hands-on lab, you experience how Gemini improves the application development workflow.
Duet AI was renamed to Gemini, our next-generation model.
Learn more
Hey there! You're invited to game on with Skills Boost Arcade Trivia for September Week 4! 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 September Trivia Week 4 badge!
Learn more
Complete the introductory Build Real World AI Applications with Gemini and Imagen skill badge to demonstrate skills in the following: image recognition, natural language processing, image generation using Google's powerful Gemini and Imagen models, deploying applications on the Google Cloud Agent Platform. Explore other content in the Gemini Enterprise Agent Ready (GEAR) program.
Learn more
The Generative AI Explorer - Agent Platform course is a collection of labs on how to use Generative AI on Google Cloud. Through the labs, you will learn about how to use the Gemini models in Agent Platform. You will also learn about prompt design, best practices, and how it can be used for ideation, text classification, text extraction, text summarization, and more. You will also learn how to tune a foundation model by training it via custom training in Agent Platform and deploy it to an endpoint in Agent Platform.
Learn more
