├── API Gateway: Qwik Start ├── TechCode.md └── TechCode.sh ├── APIs Explorer: App Engine ├── TechCode.md └── TechCode.sh ├── APIs Explorer: Cloud Storage ├── TechCode.md └── TechCode.sh ├── Analytics as a Service for Data Sharing Partners ├── TechCode.md └── TechCode.sh ├── Analyze BigQuery data in Connected Sheets: Challenge Lab └── TechCode.md ├── Analyze Customer Reviews with Gemini Using SQL ├── TechCode.md └── TechCode.sh ├── Analyze Findings with Security Command Center ├── TechCode.md └── TechCode.sh ├── Analyze Images with the Cloud Vision API: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Analyze Sentiment with Natural Language API: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Analyze Speech & Language with Google APIs: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Analyze and Reason on Multimodal Data with Gemini: Challenge Lab ├── TechCode.md └── gsp524-challenge-v1.0.0.ipynb ├── Answering Complex Questions Using Native Derived Tables with LookML └── TechCode.md ├── App Building with AppSheet: Challenge Lab └── TechCode.md ├── App Dev: Deploying the Application into Kubernetes Engine - Python ├── TechCode.md └── TechCode.sh ├── App Dev: Setting up a Development Environment - Python ├── TechCode.md └── TechCode.sh ├── App Dev: Storing Image and Video Files in Cloud Storage - Python ├── TechCode.md └── TechCode.sh ├── App Engine: 3 Ways: Challenge Lab ├── TechCode.md └── TechCode.sh ├── App Engine: Qwik Start - Go ├── TechCode.md └── TechCode.sh ├── App Engine: Qwik Start - PHP ├── TechCode.md └── TechCode.sh ├── App Engine: Qwik Start - Python ├── TechCode.md └── TechCode.sh ├── Application Load Balancer with Cloud Armor ├── Tech&Code.md └── TechCode.sh ├── Arcade Hero: Building Blocks Artifact Registry II ├── Tech&Code.md └── TechCode.sh ├── Arcade Hero: Building Blocks Artifact Registry III ├── Tech&Code.md └── TechCode.sh ├── Arcade Hero: Building Blocks Cloud Run functions IV ├── TechCode.md └── TechCode.sh ├── Arcade Hero: Building Blocks Firestore I ├── TechCode.md └── TechCode.sh ├── Arcade Hero: Enter the Cloud Run functions Pub Sub ├── TechCode.md └── TechCode.sh ├── Arcade Hero: Enter the Cloud Run functions Storage ├── TechCode.md └── TechCode.sh ├── Arcade Hero: Enter the Firewall Target Tag ├── TechCode.md └── TechCode.sh ├── Arcade Hero: Enter the Inbound Firewall ├── TechCode.md └── TechCode.sh ├── Arcade Hero: Enter the Outbound Firewall ├── TechCode.md └── TechCode.sh ├── Artifact Registry: Qwik Start ├── TechCode.md └── TechCode.sh ├── Authentication, Authorization, and Identity with Vault ├── TechCode.md └── TechCode.sh ├── Automate Data Capture at Scale with Document AI: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Automating the Deployment of Networks with Terraform ├── TechCode.md └── TechCode.sh ├── Bookmark Code for Check My Progress └── BookmarkCode.md ├── Bracketology with Google Machine Learning ├── TechCode.md └── TechCode.sh ├── Build Google Cloud Infrastructure for AWS Professionals: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Build Infrastructure with Terraform on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Build LookML Objects in Looker: Challenge Lab └── TechCode.md ├── Build a Data Mesh with Dataplex: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Build a Data Warehouse with BigQuery: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Build a Resilient, Asynchronous System with Cloud Run and PubSub ├── Tech&Code.md └── TechCode.sh ├── Build a Secure Google Cloud Network: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Build a Serverless App with Cloud Run that Creates PDF Files ├── Tech&Code.md └── TechCode.sh ├── Build a Serverless Web App with Firebase ├── TechCode.md └── TechCode.sh ├── Build a Smart Cloud Application with Vibe Coding: Challenge Lab └── TechCode.md ├── Build a Website on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Building a High-throughput VPN ├── TechCode.md └── TechCode.sh ├── Classify Images of Clouds in the Cloud with AutoML Images ├── TechCode.md └── TechCode.sh ├── Classify Images with TensorFlow on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Classify Text into Categories with the Natural Language API ├── TechCode.md └── TechCode.sh ├── Clean Up Unused and Orphaned Persistent Disks ├── TechCode.md └── TechCode.sh ├── Cloud Data Loss Prevention API: Qwik Start ├── TechCode.md └── TechCode.sh ├── Cloud Filestore: Qwik Start ├── TechCode.md └── TechCode.sh ├── Cloud Functions: 3 Ways: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Cloud IAM Qwik Start ├── Tech&Code.md └── TechCode.sh ├── Cloud Monitoring: Qwik Start ├── Tech&Code.md └── TechCode.sh ├── Cloud Natural Language API: Qwik Start ├── TechCode.md └── TechCode.sh ├── Cloud Operations for GKE ├── TechCode.md └── TechCode.sh ├── Cloud Run Functions: Qwik Start ├── TechCode.md └── TechCode.sh ├── Cloud SQL for MySQL: Qwik Start ├── TechCode.md └── TechCode.sh ├── Cloud SQL for PostgreSQL: Qwik Start ├── TechCode.md └── TechCode.sh ├── Cloud Scheduler: Qwik Start ├── TechCode.md └── TechCode.sh ├── Cloud Spanner - Database Fundamentals ├── TechCode.md └── TechCode.sh ├── Cloud Spanner - Defining Schemas and Understanding Query Plans ├── TechCode.md └── TechCode.sh ├── Cloud Spanner - Loading Data and Performing Backups ├── TechCode.md └── TechCode.sh ├── Cloud Spanner: Qwik Start ├── TechCode.md └── TechCode.sh ├── Cloud Speech API 3 Ways: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Cloud Storage: Qwik Start - CLI SDK ├── TechCode.md └── TechCode.sh ├── Cloud Storage: Qwik Start - Cloud Console ├── TechCode.md └── TechCode.sh ├── Collect Metrics from Exporters using the Managed Service for Prometheus ├── Tech&Code.md └── TechCode.sh ├── Compute Engine: Qwik Start - Windows ├── TechCode.md └── TechCode.sh ├── Configure Service Accounts and IAM for Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Configuring IAM Permissions with gcloud ├── TechCode.md └── TechCode.sh ├── Configuring Networks via gcloud ├── Tech&Code.md └── TechCode.sh ├── Connect to Cloud SQL from an Application in Google Kubernetes Engine ├── TechCode.md └── TechCode.sh ├── Connecting Cloud Networks with NCC: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Continuous Delivery with Google Cloud Deploy ├── TechCode.md └── TechCode.sh ├── Conversational Agents: Bot Building Basics └── TechCode.md ├── Create ML Models with BigQuery ML: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Create a Custom Network and Apply Firewall Rules ├── TechCode.md └── TechCode.sh ├── Create a RAG Application with BigQuery ├── TechCode.md └── TechCode.sh ├── Create a Secure Data Lake on Cloud Storage: Challenge Lab ├── TechCode.md ├── TechCode1.sh ├── TechCode2.sh ├── TechCode3.sh └── TechCode4.sh ├── Create a Virtual Machine ├── Tech&Code.md └── TechCode.sh ├── Create and Add Aspects to Dataplex Assets ├── TechCode.md └── TechCode.sh ├── Create and Manage AlloyDB Instances: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Create and Manage Bigtable Instances: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Create and Manage Cloud SQL for PostgreSQL Instances: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Create and Manage Cloud Spanner Instances: Challenge Lab ├── Customer_List_500.csv ├── TechCode.md └── TechCode.sh ├── Create and Test a Document AI Processor ├── Tech&Code.md └── TechCode.sh ├── Creating Derived Tables Using LookML └── TechCode.md ├── Creating Measures and Dimensions Using LookML └── TechCode.md ├── Creating PDFs with Go and Cloud Run ├── Tech&Code.md └── TechCode.sh ├── Creating a Data Warehouse Through Joins and Unions ├── TechCode.md └── TechCode.sh ├── Creating a Looker Modeled Query and Working with Quick Start └── TechCode.md ├── Creating and Alerting on Logs-based Metrics ├── TechCode.md └── TechCode.sh ├── Creating dynamic SQL derived tables with LookML and Liquid └── TechCode.md ├── Dataflow: Qwik Start - Python ├── TechCode.md └── TechCode.sh ├── Dataflow: Qwik Start - Templates ├── TechCode.md └── TechCode.sh ├── Dataplex: Qwik Start - Command Line ├── TechCode.md └── TechCode.sh ├── Dataplex: Qwik Start - Console ├── TechCode.md └── TechCode.sh ├── Debug Apps on Google Kubernetes Engine ├── TechCode.md └── TechCode.sh ├── Deploy Kubernetes Applications on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Deploy Your Website on Cloud Run ├── Tech&Code.md └── TechCode.sh ├── Deploy a Hugo Website with Cloud Build and Firebase Pipeline └── TechCode.md ├── Deploy a Modern Web App connected to a Cloud Spanner Instance ├── Tech&Code.md └── TechCode.sh ├── Deploy an Agent with Agent Development Kit (ADK): Challenge Lab └── TechCode.md ├── Deploy and Manage Apigee X: Challenge Lab └── TechCode.md ├── Deploy and Test a Visual Inspection AI Component Anomaly Detection Solution ├── TechCode.md └── TechCode.sh ├── Deploying a Multi-Cluster Gateway Across GKE Clusters ├── TechCode.md └── TechCode.sh ├── Derive Insights from BigQuery Data: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Detect Labels, Faces, and Landmarks in Images with the Cloud Vision API ├── TechCode.md └── TechCode.sh ├── Detect and Investigate Threats with Security Command Center ├── TechCode.md └── TechCode.sh ├── Develop AI-Powered Prototypes in Google AI Studio: Challenge Lab └── TechCode.md ├── Develop GenAI Apps with Gemini and Streamlit: Challenge Lab ├── TechCode.md ├── TechCode.sh └── prompt-v1.0.0.ipynb ├── Develop Serverless Applications on Cloud Run: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Develop Serverless Apps with Firebase: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Develop and Secure APIs with Apigee X: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Develop with Apps Script and AppSheet: Challenge Lab └── TechCode.md ├── Develop your Google Cloud Network: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Discover and Protect Sensitive Data Across Your Ecosystem: Challenge Lab ├── TechCode.md ├── TechCode.sh └── deidentify-model-response-challenge-lab-v1.0.0.ipynb ├── Employing Best Practices for Improving the Usability of LookML Projects └── TechCode.md ├── Engineer Data for Predictive Modeling with BigQuery ML: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Enhance Gemini Model Capabilities: Challenge Lab └── TechCode.md ├── Enhancing User Interactivity in Looker with Liquid └── TechCode.md ├── Enrich Metadata and Discovery of BigLake Data: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Establish Hybrid Network Connectivity with NCC ├── TechCode.md └── TechCode.sh ├── Explore Generative AI with the Gemini API in Vertex AI: Challenge Lab ├── TechCode.md └── gemini-explorer-challenge-v2.0.0.ipynb ├── Export Data from BigQuery to Cloud Storage └── TechCode.md ├── Extract, Analyze, and Translate Text from Images with the Cloud ML APIs ├── TechCode.md └── TechCode.sh ├── Fundamentals of Cloud Logging ├── TechCode.md └── TechCode.sh ├── Get Started with Cloud Storage: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Get Started with Dataplex: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Get Started with Eventarc: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Get Started with Looker: Challenge Lab └── TechCode.md ├── Get Started with Sensitive Data Protection: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Get Started with Vibe Coding and Gemini CLI └── TechCode.md ├── Getting Started with API Gateway: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Getting Started with the Gemini API in Vertex AI with cURL ├── TechCode.md └── intro_gemini_curl-v2.0.0.ipynb ├── Google Cloud Storage - Bucket Lock ├── TechCode.md └── TechCode.sh ├── Google DeepMind: Train a Small Language Model (Challenge Lab) └── gdm_challenge_lab.ipynb ├── Google Kubernetes Engine: Qwik Start ├── TechCode.md └── TechCode.sh ├── Google Sheets Getting Started ├── exported-data.csv └── important-data.xlsx ├── Hardening Default GKE Cluster Configurations ├── TechCode.md └── TechCode.sh ├── Hello Node Kubernetes ├── TechCode.md └── TechCode.sh ├── Host a Web App on Google Cloud Using Compute Engine ├── TechCode.md ├── TechCode1.sh └── TechCode2.sh ├── IAM Custom Roles ├── TechCode.md └── TechCode.sh ├── Implement CI-CD Pipelines on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Implement Cloud Security Fundamentals on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Implement DevOps Workflows in Google Cloud: Challenge Lab ├── TechCode.md ├── TechCode.sh └── TechCode2.sh ├── Implement Load Balancing on Compute Engine: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Implement Multimodal Vector Search with BigQuery: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Implementing Security in Dataplex ├── TechCode.md └── TechCode.sh ├── Ingesting FHIR Data with the Healthcare API ├── TechCode.md └── TechCode.sh ├── Inspect Rich Documents with Gemini Multimodality and Multimodal RAG: Challenge Lab ├── TechCode.md └── inspect_rich_documents_w_gemini_multimodality_and_multimodal_rag-v1.0.0.ipynb ├── Integrate BigQuery Data and Google Workspace using Apps Script: Challenge Lab └── TechCode.md ├── Introduction to Cloud Dataproc: Hadoop and Spark on Google Cloud ├── TechCode.md └── TechCode.sh ├── Kickstarting Application Development with Gemini Code Assist: Challenge Lab └── TechCode.md ├── Loading Data into Cloud SQL ├── TechCode.md └── TechCode.sh ├── Log Analytics on Google Cloud ├── TechCode.md └── TechCode.sh ├── Looker Developer: Qwik Start └── TechCode.md ├── Looker Functions and Operators └── TechCode.md ├── Manage Data Models in Looker: Challenge Lab └── TechCode.md ├── Manage Kubernetes in Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Managing Deployments Using Kubernetes Engine ├── TechCode.md └── TechCode.sh ├── Managing a GKE Multi-tenant Cluster with Namespaces ├── TechCode.md └── TechCode.sh ├── Migrate MySQL Data to Cloud SQL using Database Migration Service: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Migrate a MySQL Database to Google Cloud SQL: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Migrating On-premises MySQL Using a Continuous Database Migration Service Job ├── TechCode.md └── TechCode.sh ├── Migrating to Cloud SQL from Amazon RDS for MySQL Using Database Migration Service ├── TechCode.md └── TechCode.sh ├── Mitigate Threats and Vulnerabilities with Security Command Center: Challenge Lab ├── TechCode.md ├── TechCode.sh └── TechCode2.sh ├── Modernizing Applications with Apigee X ├── TechCode.md └── TechCode.sh ├── Modify VM Instance for Cost Optimization └── TechCode.md ├── Modularizing LookML Code with Extends └── TechCode.md ├── Monitor Environments with Google Cloud Managed Service for Prometheus: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Monitor an Apache Web Server using Ops Agent ├── TechCode.md └── TechCode.sh ├── Monitor and Log with Google Cloud Observability: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Monitor and Manage Google Cloud Resources: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Monitoring Multiple Projects with Cloud Monitoring ├── TechCode.md └── TechCode.sh ├── Monitoring in Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Networking 101 ├── TechCode.md └── TechCode.sh ├── Optimize Costs for Google Kubernetes Engine: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Optimizing Cost with Google Cloud Storage ├── TechCode.md └── TechCode.sh ├── Optimizing Performance of LookML Queries └── TechCode.md ├── Orchestrating the Cloud with Kubernetes ├── Tech&Code.md └── TechCode.sh ├── Perform Predictive Data Analysis in BigQuery: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Prepare Data for Looker Dashboards and Reports: Challenge Lab └── TechCode.md ├── Prepare Data for ML APIs on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Product Search for Marketing with BigQuery ├── TechCode.md └── TechCode.sh ├── Protect Cloud Traffic with Chrome Enterprise Premium Security: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Protecting Sensitive Data in Gen AI Model Responses ├── TechCode.md └── deidentify-model-response-v1.0.0.ipynb ├── Pub-Sub: Qwik Start - Python ├── TechCode.md └── TechCode.sh ├── PubSub: Qwik Start - Console └── TechCode.md ├── PubSub: Qwik Start - Python ├── Tech&Code.md └── TechCode.sh ├── Publishing APIs with Apigee X ├── TechCode.md └── TechCode.sh ├── README.md ├── Rate Limiting with Cloud Armor ├── Tech&Code.md └── TechCode.sh ├── Reconciling Account Data with Cloud Spanner Change Streams ├── TechCode.md └── TechCode.sh ├── Scaling Microservices Applications: Migration to Redis Enterprise on Google Cloud ├── TechCode.md └── TechCode.sh ├── Secure BigLake Data: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Secure Software Delivery: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Secure a Public Storage Bucket - gcloud └── TechCode.md ├── Securing APIs with Apigee X ├── TechCode.md └── TechCode.sh ├── Securing a Cloud SQL for PostgreSQL Instance ├── TechCode.md └── TechCode.sh ├── Service Accounts and Roles: Fundamental ├── TechCode.md └── TechCode.sh ├── Set Up Application Load Balancers ├── TechCode.md └── TechCode.sh ├── Set Up Network Load Balancers ├── TechCode.md └── TechCode.sh ├── Set Up a Google Cloud Network: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Set Up an App Dev Environment on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Setting Up Cost Control with Quota ├── TechCode.md └── TechCode.sh ├── Setting up a Private Kubernetes Cluster ├── TechCode.md └── TechCode.sh ├── Speaking with a Webpage - Streaming Speech Transcripts ├── TechCode.md └── TechCode.sh ├── Speech to Text Transcription with the Cloud Speech API ├── TechCode.md └── TechCode.sh ├── Store, Process, and Manage Data on Google Cloud - Command Line: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Streaming Analytics into BigQuery: Challenge Lab ├── TechCode.md └── TechCode.sh ├── The Basics of Google Cloud Compute: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Troubleshooting Data Models in Looker └── TechCode.md ├── Troubleshooting and Solving Data Join Pitfalls ├── TechCode.md └── TechCode.sh ├── Use APIs to Work with Cloud Storage: Challenge Lab ├── TechCode.md └── TechCode.sh ├── Use Charts in Google Sheets └── TechCode.md ├── Use Functions, Formulas, and Charts in Google Sheets: Challenge Lab └── TechCode.md ├── Use Go Code to Work with Google Cloud Data Sources └── TechCode.md ├── Use Machine Learning APIs on Google Cloud: Challenge Lab ├── TechCode.md └── TechCode.sh ├── User Authentication: Identity-Aware Proxy ├── Tech&Code.md └── TechCode.sh ├── Using Google Cloud Services with Apigee X ├── TechCode.md └── TechCode.sh ├── Using Specialized Processors with Document AI ├── TechCode.md └── TechCode.sh ├── Using the Google Cloud Speech API: Challenge Lab ├── TechCode.md └── TechCode.sh 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