Google Cloud Developer's Cheat Sheet

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Google Cloud Developer's Cheat Sheet - myTechMint

Google Cloud Developer's Cheat Sheet


All Products


Compute



  • Cloud Run: Serverless for containerized applications 🔗 📄

  • Cloud Functions: Event-driven serverless functions 🔗 📄

  • Compute Engine: VMs, GPUs, TPUs, Disks 🔗 📄

  • Kubernetes Engine (GKE): Managed Kubernetes/containers 🔗 📄

  • App Engine: Managed app platform 🔗 📄

  • Bare Metal Solution: Hardware for specialized workloads 🔗

  • Preemptible VMs: Short-lived compute instances 🔗 📄

  • Shielded VMs: Hardened VMs 🔗 📄

  • Sole-tenant nodes: Dedicated physical servers 🔗 📄


Storage



  • Cloud Filestore: Managed NFS server 🔗 📄

  • Cloud Storage: Multi-class multi-region object storage🔗 📄

  • Persistent Disk: Block storage for VMs 🔗 📄

  • Local SSD: VM locally attached SSDs 🔗 📄


Database



  • Cloud Bigtable: Petabyte-scale, low-latency, non-relational 🔗 📄

  • Cloud Firestore: Serverless NoSQL document DB 🔗 📄

  • Cloud Memorystore: Managed Redis and Memcached 🔗 📄

  • Cloud Spanner: Horizontally scalable relational DB 🔗 📄

  • Cloud SQL: Managed MySQL, PostgreSQL, SQL Server 🔗 📄


Data and Analytics



  • BigQuery: Data warehouse/analytics 🔗 📄

  • BigQuery BI Engine: In-memory analytics engine 📄

  • BigQuery ML: BigQuery model training/serving 📄

  • Cloud Composer: Managed workflow orchestration service 🔗 📄

  • Cloud Data Fusion: Graphically manage data pipelines 🔗 📄

  • Cloud Dataflow: Stream/batch data processing 🔗 📄

  • Cloud Dataprep: Visual data wrangling 🔗 📄

  • Cloud Dataproc: Managed Spark and Hadoop 🔗 📄

  • Cloud Pub/Sub: Global real-time messaging 🔗 📄

  • Data Catalog: Metadata management service 🔗 📄

  • Data Studio: Collaborative data exploration/dashboarding 🔗 📄

  • Looker: Enterprise BI and Analytics 🔗


Hybrid and Multi-cloud



  • Anthos: Enterprise hybrid/multi-cloud platform 🔗 📄

  • Anthos GKE: Hybrid/on-prem Kubernetes Engine 🔗 📄

  • Anthos Config Management:Policy and security automation 🔗 📄

  • Anthos Service Mesh: Managed service mesh (Istio) 🔗 📄

  • Cloud Run for Anthos: Serverless development for Anthos 🔗 📄

  • Google Cloud Marketplace for Anthos: Pre-configured containerized apps 🔗 📄

  • Migrate for Anthos: Migrate VMs to Kubernetes Engine 🔗 📄

  • Operations: Monitoring, logging, troubleshooting 🔗 📄

  • Cloud Build: Continuous integration/delivery platform 🔗 📄

  • Traffic Director: Service mesh traffic management 🔗 📄

  • Apigee API Management: API management, development, security 🔗


AI/ML



  • AI Hub: Hosted AI component sharing 🔗 📄

  • AI Platform Data Labeling: Data labeling by humans 📄

  • AI Platform Deep Learning VMs: Preconfigured VMs for deep learning 🔗 📄

  • AI Platform Deep Learning Containers: Preconfigured containers for deep learning 🔗 📄

  • AI Platform Notebooks: Managed JupyterLab notebook instances 🔗📄

  • AI Platform Pipelines: Hosted ML workflows🔗

  • AI Platform Predictions: Autoscaled model serving 📄

  • AI Platform Training: Distributed AI training 📄

  • AI Platform: Managed platform for ML 🔗

  • AutoML Natural Language: Custom text models 📄

  • AutoML Tables: Custom structured data models 🔗 📄

  • AutoML Translation: Custom domain-specific translation 🔗 📄

  • AutoML Video Intelligence: Custom video annotation models 🔗 📄

  • AutoML Vision: Custom image models 🔗 📄

  • Cloud Natural Language API: Text parsing and analysis 🔗 📄

  • Cloud Speech-To-Text API: Convert audio to text 🔗 📄

  • Cloud Talent Solutions API: Job search with ML 🔗 📄

  • Cloud Text-To-Speech API: Convert text to audio 🔗 📄

  • Cloud TPU: Hardware acceleration for ML 🔗 📄

  • Cloud Translation API: Language detection and translation 🔗 📄

  • Cloud Video Intelligence API: Scene-level video annotation 🔗 📄

  • Cloud Vision API: Image recognition and classification 🔗 📄

  • Contact Center AI: AI in your contact center🔗 📄

  • Dialogflow: Create conversational interfaces 🔗 📄

  • Document AI: Analyze, classify, search documents 🔗 📄

  • Explainable AI: Understand ML model predictions 🔗 📄

  • Recommendations AI: Create custom recommendations 🔗 📄

  • Vision Product Search: Visual search for products 📄


Networking



  • Carrier Peering: Peer through a carrier 📄

  • Direct Peering: Peer with GCP 📄

  • Dedicated Interconnect: Dedicated private network connection 📄

  • Partner Interconnect: Connect on-prem network to VPC 📄

  • Cloud Armor: DDoS protection and WAF 🔗 📄

  • Cloud CDN: Content delivery network 🔗 📄

  • Cloud DNS: Programmable DNS serving 🔗 📄

  • Cloud Load Balancing: Multi-region load distribution/balancing 🔗 📄

  • Cloud NAT: Network address translation service 📄

  • Cloud Router: VPC/on-prem network route exchange (BGP) 📄

  • Cloud VPN (HA): VPN (Virtual private network connection) 📄

  • Network Service Tiers: Price vs performance tiering 🔗 📄

  • Network Telemetry: Network telemetry service 🔗 📄

  • Traffic Director: Service mesh traffic management 🔗 📄

  • Google Cloud Service Mesh: Service-aware network management 🔗 📄

  • Virtual Private Cloud: Software defined networking 🔗 📄

  • VPC Service Controls: Security perimeters for API-based services 🔗 📄

  • Network Intelligence Center: Network monitoring and topology 🔗 📄


Internet of Things (IoT)



  • Cloud IoT Core: Manage devices, ingest data 🔗 📄


Gaming



  • Google Cloud Game Servers: Orchestrate Agones clusters 🔗


Identity and Security



  • Access Transparency: Audit cloud provider access 🔗 📄

  • Binary Authorization: Kubernetes deploy-time security 🔗 📄

  • Cloud Audit Logs: Audit trails for GCP 🔗 📄

  • Cloud Data Loss Prevention API: Classify and redact sensitive data 🔗 📄

  • Cloud HSM: Hardware security module service 🔗 📄

  • Cloud EKM: External keys you control 🔗 📄

  • Cloud IAM: Resource access control 🔗 📄

  • Cloud Identity: Manage users, devices & apps 🔗 📄

  • Cloud Identity-Aware Proxy: Identity-based app access 🔗 📄

  • Cloud KMS: Hosted key management service 🔗 📄

  • Cloud Resource Manager: Cloud project metadata management 🔗 📄

  • Cloud Security Command Center: Security management and data risk platform 🔗 📄

  • Cloud Security Scanner: App engine security scanner 🔗 📄

  • Context-aware Access: End-user attribute-based access control 🔗 📄

  • Event Threat Detection: Scans for suspicious activity 🔗

  • Managed Service for Microsoft Active Directory: Managed Microsoft Active Directory 🔗 📄

  • Secret Manager: Store and manage secrets 🔗 📄

  • Security Key Enforcement: Two-step key verification 🔗

  • Shielded VMs: Hardened VMs 🔗 📄

  • Titan Security Key: Two-factor authentication (2FA) device 🔗

  • VPC Service Controls: VPC data constraints 🔗 📄


Management Tools



  • Cloud APIs: APIs for cloud services 🔗 📄

  • Cloud Billing API: Programmatically manage GCP billing 📄

  • Cloud Billing: Billing and cost management tools 🔗 📄

  • Cloud Console: Web-based management console 🔗

  • Cloud Deployment Manager: Templated infrastructure deployment 🔗 📄

  • Cloud Mobile App: iOS/Android GCP manager app 🔗

  • Private Catalog: Internal Solutions Catalog 🔗 📄

  • Cloud Debugger: Live production debugging 🔗 📄

  • Error Reporting: App error reporting 🔗 📄

  • Cloud Logging: Centralized logging 🔗 📄

  • Cloud Monitoring: Infrastructure and application monitoring 🔗 📄

  • Cloud Profiler: CPU and heap profiling 🔗 📄

  • Cloud Trace: App performance insights 🔗 📄

  • Transparent SLIs: Monitor GCP services 🔗 📄


Developer Tools



  • Cloud Build: Continuous integration/delivery platform 🔗 📄

  • Cloud Code for IntelliJ: IntelliJ GCP tools 🔗

  • Cloud Code for VS Code: VS Code GCP tools 🔗

  • Cloud Code: Cloud native IDE extensions 🔗 📄

  • Cloud Scheduler: Managed cron job service 🔗 📄

  • Cloud SDK: CLI for GCP 🔗 📄

  • Cloud Shell: Browser-based terminal/CLI 🔗 📄

  • Cloud Source Repositories: Hosted private git repos 🔗 📄

  • Cloud Tasks: Asynchronous task execution 🔗 📄

  • Cloud Tools for Eclipse: Eclipse GCP tools 🔗

  • Cloud Tools for Visual Studio: Visual Studio GCP tools 🔗

  • Container Analysis: Automated security scanning 🔗 📄

  • Container Registry: Private container registry/storage 🔗 📄

  • Artifact Registry: Universal package manager 🔗 📄

  • Gradle App Engine Plugin: Gradle App Engine plugin 🔗

  • Maven App Engine Plugin: Maven App Engine plugin 🔗


Migration to GCP



  • BigQuery Data Transfer Service: Bulk import analytics data 🔗 📄

  • Cloud Data Transfer: Data migration tools/CLI 🔗

  • Google Transfer Appliance: Rentable data transport box 🔗 📄

  • Migrate for Anthos: Migrate VMs to GKE containers 🔗 📄

  • Migrate for Compute Engine: Compute Engine migration tools 🔗 📄

  • Migrate from Amazon Redshift: Migrate from Redshift to BigQuery 🔗

  • Migrate from Teradata: Migrate from Teradata to BigQuery 🔗

  • Storage Transfer Service: Online/on-premises data transfer 📄

  • VM Migration: VM migration tools 🔗

  • Cloud Foundation Toolkit: Infrastructure as Code templates 🔗


API Platform and Ecosystems



  • API Analytics: API metrics 🔗

  • API Monetization: Monetize APIs 🔗

  • Apigee API Platform: Develop, secure, monitor APIs 🔗

  • Apigee Hybrid: Manage hybrid/multi-cloud API environments 🔗📄

  • Apigee Sense: API protection from attacks 🔗

  • Cloud Endpoints: Cloud API gateway 🔗

  • Cloud Healthcare API: Healthcare system GCP interoperability 🔗

  • Developer Portal: API management portal 🔗

  • GCP Marketplace: Partner & open source marketplace 🔗


Google Maps Platform



  • Directions API: Get directions between locations 🔗

  • Distance Matrix API: Multi-origin/destination travel times 🔗

  • Geocoding API: Convert address to/from coordinates 🔗

  • Geolocation API: Derive location without GPS 🔗

  • Maps Embed API: Display iframe embedded maps 🔗

  • Maps JavaScript API: Dynamic web maps 🔗

  • Maps SDK for Android: Maps for Android apps 🔗

  • Maps SDK for iOS: Maps for iOS apps 🔗

  • Maps Static API: Display static map images 🔗

  • Maps SDK for Unity: Unity SDK for games 🔗

  • Maps URLs: URL scheme for maps 🔗

  • Places API: Rest-based Places features 🔗

  • Places Library, Maps JS API: Places features for web 🔗

  • Places SDK for Android: Places features for Android 🔗

  • Places SDK for iOS: Places feature for iOS 🔗

  • Roads API: Convert coordinates to roads 🔗

  • Street View Static API: Static street view images 🔗

  • Street View Service: Street view for JavaScript 🔗

  • Time Zone API: Convert coordinates to timezone 🔗


G Suite Platform



  • Admin SDK: Manage G Suite resources 🔗

  • AMP for Email: Dynamic interactive email 🔗

  • Apps Script: Extend and automate everything 🔗

  • Calendar API: Create and manage calendars 🔗

  • Classroom API: Provision and manage classrooms 🔗

  • Cloud Search: Unified search for enterprise 🔗

  • Docs API: Create and edit documents 🔗

  • Drive Activity API: Retrieve Google Drive activity 🔗

  • Drive API: Read and write files 🔗

  • Drive Picker: Drive file selection widget 🔗

  • Email Markup: Interactive email using schema.org 🔗

  • G Suite Add-ons: Extend G Suite apps 🔗

  • G Suite Marketplace: Storefront for integrated applications 🔗

  • Gmail API: Enhance Gmail 🔗

  • Hangouts Chat Bots: Conversational bots in chat 🔗

  • People API: Manage user's Contacts 🔗

  • Sheets API: Read and write spreadsheets 🔗

  • Slides API: Create and edit presentations 🔗

  • Task API: Search, read & update Tasks 🔗

  • Vault API: Manage your organization's eDiscovery 🔗


Mobile (Firebase)



  • Cloud Firestore: Document store and sync 🔗

  • Cloud Functions for Firebase: Event-driven serverless applications 🔗

  • Cloud Storage for Firebase: Object storage and serving 🔗

  • Crashlytics: Crash reporting and analytics 🔗

  • Firebase A/B Testing: Create A/B test experiments 🔗

  • Firebase App Distribution: Trusted tester early access 🔗

  • Firebase Authentication: Drop-in authentication 🔗

  • Firebase Cloud Messaging: Send device notifications 🔗

  • Firebase Dynamic Links: Link to app content 🔗

  • Firebase Extensions: Pre-packaged development solutions 🔗

  • Firebase Hosting: Web hosting with CDN/SSL 🔗

  • Firebase In-App Messaging: Send in-app contextual messages 🔗

  • Firebase Performance Monitoring: App/web performance monitoring 🔗

  • Firebase Predictions: Predict user targeting 🔗

  • Firebase Realtime Database: Real-time data synchronization 🔗

  • Firebase Remote Config: Remotely configure installed apps 🔗

  • Firebase Test Lab: Mobile testing device farm 🔗

  • Google Analytics for Firebase: Mobile app analytics 🔗

  • ML Kit for Firebase: ML APIs for mobile 🔗


Additional Resources



  • Google Cloud Home Page: 🔗

  • Google Cloud Blog: 🔗

  • Google Cloud Open Source: 🔗

  • GCP Medium Publication: 🔗

  • Apigee Blog: 🔗

  • Firebase Blog: 🔗

  • G Suite Developers Blog: 🔗

  • G Suite GitHub: 🔗

  • G Suite Twitter: 🔗

  • Google Cloud Certifications: 🔗

  • Google Cloud System Status: 🔗

  • Google Cloud Training: 🔗

  • Google Developers Blog: 🔗

  • Google Maps Platform Blog: 🔗

  • Google Open Source Blog: 🔗

  • Google Security Blog: 🔗

  • Kaggle Home Page: 🔗

  • Kubernetes Blog: 🔗

  • Regions and Network Map: 🔗


Additional Resources



  • Source for this document: 🔗

  • Google Cloud Solutions Library: 🔗

  • G Suite Solutions Gallery: 🔗

  • Google Cloud Support Hub: 🔗

  • GCP Pricing: 🔗

  • GCP Pricing Calculator: 🔗

  • Qwiklabs Home Page: 🔗

  • Codelabs Home Page: 🔗

  • YouTube Channels:

    • Google Cloud: 🔗

    • Google Cloud Technical: 🔗

    • G Suite: 🔗

    • Google Developer's: 🔗

    • Firebase: 🔗



  • Podcasts:

    • Google Cloud Podcast: 🔗

    • Kubernetes Podcast: 🔗



  • Reddit:

    • /r/googlecloud: 🔗

    • /r/AppEngine: 🔗

    • /r/bigquery: 🔗

    • /r/dataflow: 🔗

    • /r/firebase: 🔗

    • /r/GoogleAppsScript: 🔗



  • Big Data / Data Analytics Product Comparisons: 🔗

  • Compute Product Comparisons: 🔗

  • Database Product Comparisons: 🔗

  • Networking Product Comparisons: 🔗

  • Storage Product Comparisons: 🔗


GCP Foundational Open Source Projects



  • Apache Beam: Batch/streaming data processing 🔗

  • Go: High Concurrency Programming Language 🔗

  • gRPC: RPC framework 🔗

  • gVisor: Secure container runtime 🔗

  • Istio: Connect and secure services 🔗

  • Knative: Serverless framework for Kubernetes 🔗

  • Kubeflow: ML toolkit for Kubernetes 🔗

  • Kubernetes: Management of containerized applications 🔗

  • OpenCensus: Cloud native observability framework 🔗

  • TensorFlow: ML framework 🔗


Platform Comparisons



  • Google Cloud Platform for AWS Professionals: 📄

  • Google Cloud Platform for Azure Professionals: 📄

  • Google Cloud Platform for Data Center Professionals: 📄

  • Google Cloud Platform for OpenStack Users: 📄


Language Specific Documentation


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