The Google Cloud Developer's Cheat Sheet

This is all from https://github.com/gregsramblings/google-cloud-4-words/blob/master/README.md please check it out! This is mainly for me to remember where this great list is located 🔗LinkFeedback? @gregsramblings. You can also check my blog - https://gregsramblings.comNote: This list only includes products that are publicly available. There are several products in pre-release/private-alpha that will not be included until they go public beta or GA.

All Products

Compute

• Cloud Run: Serverless for containerized applications 🔗Link 🔗Link
• Cloud Functions: Event-driven serverless functions 🔗Link 🔗Link
• Compute Engine: VMs, GPUs, TPUs, Disks 🔗Link 🔗Link
• Kubernetes Engine (GKE): Managed Kubernetes/containers 🔗Link 🔗Link
• App Engine: Managed app platform 🔗Link 🔗Link
• Bare Metal Solution: Hardware for specialized workloads 🔗Link
• Preemptible VMs: Short-lived compute instances 🔗Link 🔗Link
• Shielded VMs: Hardened VMs 🔗Link 🔗Link
• Sole-tenant nodes: Dedicated physical servers 🔗Link 🔗Link

Storage

• Cloud Filestore: Managed NFS server 🔗Link 🔗Link
• Cloud Storage: Multi-class multi-region object storage🔗Link 🔗Link
• Persistent Disk: Block storage for VMs 🔗Link 🔗Link
• Local SSD: VM locally attached SSDs 🔗Link 🔗Link

Database

• Cloud Bigtable: Petabyte-scale, low-latency, non-relational 🔗Link 🔗Link
• Cloud Firestore: Serverless NoSQL document DB 🔗Link 🔗Link
• Cloud Memorystore: Managed Redis and Memcached 🔗Link 🔗Link
• Cloud Spanner: Horizontally scalable relational DB 🔗Link 🔗Link
• Cloud SQL: Managed MySQL, PostgreSQL, SQL Server 🔗Link 🔗Link

Data and Analytics

• BigQuery: Data warehouse/analytics 🔗Link 🔗Link
• BigQuery BI Engine: In-memory analytics engine 🔗Link
• BigQuery ML: BigQuery model training/serving 🔗Link
• Cloud Composer: Managed workflow orchestration service 🔗Link 🔗Link
• Cloud Data Fusion: Graphically manage data pipelines 🔗Link 🔗Link
• Cloud Dataflow: Stream/batch data processing 🔗Link 🔗Link
• Cloud Dataprep: Visual data wrangling 🔗Link 🔗Link
• Cloud Dataproc: Managed Spark and Hadoop 🔗Link 🔗Link
• Cloud Pub/Sub: Global real-time messaging 🔗Link 🔗Link
• Data Catalog: Metadata management service 🔗Link 🔗Link
• Data Studio: Collaborative data exploration/dashboarding 🔗Link 🔗Link
• Looker: Enterprise BI and Analytics 🔗Link

Hybrid and Multi-cloud

• Anthos: Enterprise hybrid/multi-cloud platform 🔗Link 🔗Link
• Anthos GKE: Hybrid/on-prem Kubernetes Engine 🔗Link 🔗Link
• Anthos Config Management:Policy and security automation 🔗Link 🔗Link
• Anthos Service Mesh: Managed service mesh (Istio) 🔗Link 🔗Link
• Cloud Run for Anthos: Serverless development for Anthos 🔗Link 🔗Link
• Google Cloud Marketplace for Anthos: Pre-configured containerized apps 🔗Link 🔗Link
• Migrate for Anthos: Migrate VMs to Kubernetes Engine 🔗Link 🔗Link
• Operations: Monitoring, logging, troubleshooting 🔗Link 🔗Link
• Cloud Build: Continuous integration/delivery platform 🔗Link 🔗Link
• Traffic Director: Service mesh traffic management 🔗Link 🔗Link
• Apigee API Management: API management, development, security 🔗Link

AI/ML

• AI Hub: Hosted AI component sharing 🔗Link 🔗Link
• AI Platform Data Labeling: Data labeling by humans 🔗Link
• AI Platform Deep Learning VMs: Preconfigured VMs for deep learning 🔗Link 🔗Link
• AI Platform Deep Learning Containers: Preconfigured containers for deep learning 🔗Link 🔗Link
• AI Platform Notebooks: Managed JupyterLab notebook instances 🔗Link🔗Link
• AI Platform Pipelines: Hosted ML workflows🔗Link
• AI Platform Predictions: Autoscaled model serving 🔗Link
• AI Platform Training: Distributed AI training 🔗Link
• AI Platform: Managed platform for ML 🔗Link
• AutoML Natural Language: Custom text models 🔗Link
• AutoML Tables: Custom structured data models 🔗Link 🔗Link
• AutoML Translation: Custom domain-specific translation 🔗Link 🔗Link
• AutoML Video Intelligence: Custom video annotation models 🔗Link 🔗Link
• AutoML Vision: Custom image models 🔗Link 🔗Link
• Cloud Natural Language API: Text parsing and analysis 🔗Link 🔗Link
• Cloud Speech-To-Text API: Convert audio to text 🔗Link 🔗Link
• Cloud Talent Solutions API: Job search with ML 🔗Link 🔗Link
• Cloud Text-To-Speech API: Convert text to audio 🔗Link 🔗Link
• Cloud TPU: Hardware acceleration for ML 🔗Link 🔗Link
• Cloud Translation API: Language detection and translation 🔗Link 🔗Link
• Cloud Video Intelligence API: Scene-level video annotation 🔗Link 🔗Link
• Cloud Vision API: Image recognition and classification 🔗Link 🔗Link
• Contact Center AI: AI in your contact center🔗Link 🔗Link
• Dialogflow: Create conversational interfaces 🔗Link 🔗Link
• Document AI: Analyze, classify, search documents 🔗Link 🔗Link
• Explainable AI: Understand ML model predictions 🔗Link 🔗Link
• Recommendations AI: Create custom recommendations 🔗Link 🔗Link
• Vision Product Search: Visual search for products 🔗Link

Networking

• Carrier Peering: Peer through a carrier 🔗Link
• Direct Peering: Peer with GCP 🔗Link
• Dedicated Interconnect: Dedicated private network connection 🔗Link
• Partner Interconnect: Connect on-prem network to VPC 🔗Link
• Cloud Armor: DDoS protection and WAF 🔗Link 🔗Link
• Cloud CDN: Content delivery network 🔗Link 🔗Link
• Cloud DNS: Programmable DNS serving 🔗Link 🔗Link
• Cloud Load Balancing: Multi-region load distribution/balancing 🔗Link 🔗Link
• Cloud NAT: Network address translation service 🔗Link
• Cloud Router: VPC/on-prem network route exchange (BGP) 🔗Link
• Cloud VPN (HA): VPN (Virtual private network connection) 🔗Link
• Network Service Tiers: Price vs performance tiering 🔗Link 🔗Link
• Network Telemetry: Network telemetry service 🔗Link 🔗Link
• Traffic Director: Service mesh traffic management 🔗Link 🔗Link
• Google Cloud Service Mesh: Service-aware network management 🔗Link 🔗Link
• Virtual Private Cloud: Software defined networking 🔗Link 🔗Link
• VPC Service Controls: Security perimeters for API-based services 🔗Link 🔗Link
• Network Intelligence Center: Network monitoring and topology 🔗Link 🔗Link

Internet of Things (IoT)

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

Gaming

• Google Cloud Game Servers: Orchestrate Agones clusters 🔗Link

Identity and Security

• Access Transparency: Audit cloud provider access 🔗Link 🔗Link
• Binary Authorization: Kubernetes deploy-time security 🔗Link 🔗Link
• Cloud Audit Logs: Audit trails for GCP 🔗Link 🔗Link
• Cloud Data Loss Prevention API: Classify and redact sensitive data 🔗Link 🔗Link
• Cloud HSM: Hardware security module service 🔗Link 🔗Link
• Cloud EKM: External keys you control 🔗Link 🔗Link
• Cloud IAM: Resource access control 🔗Link 🔗Link
• Cloud Identity: Manage users, devices & apps 🔗Link 🔗Link
• Cloud Identity-Aware Proxy: Identity-based app access 🔗Link 🔗Link
• Cloud KMS: Hosted key management service 🔗Link 🔗Link
• Cloud Resource Manager: Cloud project metadata management 🔗Link 🔗Link
• Cloud Security Command Center: Security management and data risk platform 🔗Link 🔗Link
• Cloud Security Scanner: App engine security scanner 🔗Link 🔗Link
• Context-aware Access: End-user attribute-based access control 🔗Link 🔗Link
• Event Threat Detection: Scans for suspicious activity 🔗Link
• Managed Service for Microsoft Active Directory: Managed Microsoft Active Directory 🔗Link 🔗Link
• Secret Manager: Store and manage secrets 🔗Link 🔗Link
• Security Key Enforcement: Two-step key verification 🔗Link
• Shielded VMs: Hardened VMs 🔗Link 🔗Link
• Titan Security Key: Two-factor authentication (2FA) device 🔗Link
• VPC Service Controls: VPC data constraints 🔗Link 🔗Link

Management Tools

• Cloud APIs: APIs for cloud services 🔗Link 🔗Link
• Cloud Billing API: Programmatically manage GCP billing 🔗Link
• Cloud Billing: Billing and cost management tools 🔗Link 🔗Link
• Cloud Console: Web-based management console 🔗Link
• Cloud Deployment Manager: Templated infrastructure deployment 🔗Link 🔗Link
• Cloud Mobile App: iOS/Android GCP manager app 🔗Link
• Private Catalog: Internal Solutions Catalog 🔗Link 🔗Link
• Cloud Debugger: Live production debugging 🔗Link 🔗Link
• Error Reporting: App error reporting 🔗Link 🔗Link
• Cloud Logging: Centralized logging 🔗Link 🔗Link
• Cloud Monitoring: Infrastructure and application monitoring 🔗Link 🔗Link
• Cloud Profiler: CPU and heap profiling 🔗Link 🔗Link
• Cloud Trace: App performance insights 🔗Link 🔗Link
• Transparent SLIs: Monitor GCP services 🔗Link 🔗Link

Developer Tools

• Cloud Build: Continuous integration/delivery platform 🔗Link 🔗Link
• Cloud Code for IntelliJ: IntelliJ GCP tools 🔗Link
• Cloud Code for VS Code: VS Code GCP tools 🔗Link
• Cloud Code: Cloud native IDE extensions 🔗Link 🔗Link
• Cloud Scheduler: Managed cron job service 🔗Link 🔗Link
• Cloud SDK: CLI for GCP 🔗Link 🔗Link
• Cloud Shell: Browser-based terminal/CLI 🔗Link 🔗Link
• Cloud Source Repositories: Hosted private git repos 🔗Link 🔗Link
• Cloud Tasks: Asynchronous task execution 🔗Link 🔗Link
• Cloud Tools for Eclipse: Eclipse GCP tools 🔗Link
• Cloud Tools for Visual Studio: Visual Studio GCP tools 🔗Link
• Container Analysis: Automated security scanning 🔗Link 🔗Link
• Container Registry: Private container registry/storage 🔗Link 🔗Link
• Artifact Registry: Universal package manager 🔗Link 🔗Link
• Gradle App Engine Plugin: Gradle App Engine plugin 🔗Link
• Maven App Engine Plugin: Maven App Engine plugin 🔗Link

Migration to GCP

• BigQuery Data Transfer Service: Bulk import analytics data 🔗Link 🔗Link
• Cloud Data Transfer: Data migration tools/CLI 🔗Link
• Google Transfer Appliance: Rentable data transport box 🔗Link 🔗Link
• Migrate for Anthos: Migrate VMs to GKE containers 🔗Link 🔗Link
• Migrate for Compute Engine: Compute Engine migration tools 🔗Link 🔗Link
• Migrate from Amazon Redshift: Migrate from Redshift to BigQuery 🔗Link
• Migrate from Teradata: Migrate from Teradata to BigQuery 🔗Link
• Storage Transfer Service: Online/on-premises data transfer 🔗Link
• VM Migration: VM migration tools 🔗Link
• Cloud Foundation Toolkit: Infrastructure as Code templates 🔗Link

API Platform and Ecosystems

• API Analytics: API metrics 🔗Link
• API Monetization: Monetize APIs 🔗Link
• Apigee API Platform: Develop, secure, monitor APIs 🔗Link
• Apigee Hybrid: Manage hybrid/multi-cloud API environments 🔗Link🔗Link
• Apigee Sense: API protection from attacks 🔗Link
• Cloud Endpoints: Cloud API gateway 🔗Link
• Cloud Healthcare API: Healthcare system GCP interoperability 🔗Link
• Developer Portal: API management portal 🔗Link
• GCP Marketplace: Partner & open source marketplace 🔗Link

Google Maps Platform

• Directions API: Get directions between locations 🔗Link
• Distance Matrix API: Multi-origin/destination travel times 🔗Link
• Geocoding API: Convert address to/from coordinates 🔗Link
• Geolocation API: Derive location without GPS 🔗Link
• Maps Embed API: Display iframe embedded maps 🔗Link
• Maps JavaScript API: Dynamic web maps 🔗Link
• Maps SDK for Android: Maps for Android apps 🔗Link
• Maps SDK for iOS: Maps for iOS apps 🔗Link
• Maps Static API: Display static map images 🔗Link
• Maps SDK for Unity: Unity SDK for games 🔗Link
• Maps URLs: URL scheme for maps 🔗Link
• Places API: Rest-based Places features 🔗Link
• Places Library, Maps JS API: Places features for web 🔗Link
• Places SDK for Android: Places features for Android 🔗Link
• Places SDK for iOS: Places feature for iOS 🔗Link
• Roads API: Convert coordinates to roads 🔗Link
• Street View Static API: Static street view images 🔗Link
• Street View Service: Street view for JavaScript 🔗Link
• Time Zone API: Convert coordinates to timezone 🔗Link

G Suite Platform

• Admin SDK: Manage G Suite resources 🔗Link
• AMP for Email: Dynamic interactive email 🔗Link
• Apps Script: Extend and automate everything 🔗Link
• Calendar API: Create and manage calendars 🔗Link
• Classroom API: Provision and manage classrooms 🔗Link
• Cloud Search: Unified search for enterprise 🔗Link
• Docs API: Create and edit documents 🔗Link
• Drive Activity API: Retrieve Google Drive activity 🔗Link
• Drive API: Read and write files 🔗Link
• Drive Picker: Drive file selection widget 🔗Link
• Email Markup: Interactive email using schema.org 🔗Link
• G Suite Add-ons: Extend G Suite apps 🔗Link
• G Suite Marketplace: Storefront for integrated applications 🔗Link
• Gmail API: Enhance Gmail 🔗Link
• Hangouts Chat Bots: Conversational bots in chat 🔗Link
• People API: Manage user's Contacts 🔗Link
• Sheets API: Read and write spreadsheets 🔗Link
• Slides API: Create and edit presentations 🔗Link
• Task API: Search, read & update Tasks 🔗Link
• Vault API: Manage your organization's eDiscovery 🔗Link

Mobile (Firebase)

• Cloud Firestore: Document store and sync 🔗Link
• Cloud Functions for Firebase: Event-driven serverless applications 🔗Link
• Cloud Storage for Firebase: Object storage and serving 🔗Link
• Crashlytics: Crash reporting and analytics 🔗Link
• Firebase A/B Testing: Create A/B test experiments 🔗Link
• Firebase App Distribution: Trusted tester early access 🔗Link
• Firebase Authentication: Drop-in authentication 🔗Link
• Firebase Cloud Messaging: Send device notifications 🔗Link
• Firebase Dynamic Links: Link to app content 🔗Link
• Firebase Extensions: Pre-packaged development solutions 🔗Link
• Firebase Hosting: Web hosting with CDN/SSL 🔗Link
• Firebase In-App Messaging: Send in-app contextual messages 🔗Link
• Firebase Performance Monitoring: App/web performance monitoring 🔗Link
• Firebase Predictions: Predict user targeting 🔗Link
• Firebase Realtime Database: Real-time data synchronization 🔗Link
• Firebase Remote Config: Remotely configure installed apps 🔗Link
• Firebase Test Lab: Mobile testing device farm 🔗Link
• Google Analytics for Firebase: Mobile app analytics 🔗Link
• ML Kit for Firebase: ML APIs for mobile 🔗Link

Additional Resources

• Google Cloud Home Page: 🔗Link
• Google Cloud Blog: 🔗Link
• Google Cloud Open Source: 🔗Link
• GCP Medium Publication: 🔗Link
• Apigee Blog: 🔗Link
• Firebase Blog: 🔗Link
• G Suite Developers Blog: 🔗Link
• G Suite GitHub: 🔗Link
• G Suite Twitter: 🔗Link
• Google Cloud Certifications: 🔗Link
• Google Cloud System Status: 🔗Link
• Google Cloud Training: 🔗Link
• Google Developers Blog: 🔗Link
• Google Maps Platform Blog: 🔗Link
• Google Open Source Blog: 🔗Link
• Google Security Blog: 🔗Link
• Kaggle Home Page: 🔗Link
• Kubernetes Blog: 🔗Link
• Regions and Network Map: 🔗Link

Everything below is not included in the PDFs/PNGs due to space limitations

Additional Resources

• Source for this document: 🔗Link
• Google Cloud Solutions Library: 🔗Link
• G Suite Solutions Gallery: 🔗Link
• Google Cloud Support Hub: 🔗Link
• GCP Pricing: 🔗Link
• GCP Pricing Calculator: 🔗Link
• Qwiklabs Home Page: 🔗Link
• Codelabs Home Page: 🔗Link
• YouTube Channels:
  • Google Cloud: 🔗Link
  • Google Cloud Technical: 🔗Link
  • G Suite: 🔗Link
  • Google Developer's: 🔗Link
  • Firebase: 🔗Link
• Podcasts:
  • Google Cloud Podcast: 🔗Link
  • Kubernetes Podcast: 🔗Link
• Reddit:
  • /r/googlecloud: 🔗Link
  • /r/AppEngine: 🔗Link
  • /r/bigquery: 🔗Link
  • /r/dataflow: 🔗Link
  • /r/firebase: 🔗Link
  • /r/GoogleAppsScript: 🔗Link
• Big Data / Data Analytics Product Comparisons: 🔗Link
• Compute Product Comparisons: 🔗Link
• Database Product Comparisons: 🔗Link
• Networking Product Comparisons: 🔗Link
• Storage Product Comparisons: 🔗Link

GCP Foundational Open Source Projects

• Apache Beam: Batch/streaming data processing 🔗Link
• Go: High Concurrency Programming Language 🔗Link
• gRPC: RPC framework 🔗Link
• gVisor: Secure container runtime 🔗Link
• Istio: Connect and secure services 🔗Link
• Knative: Serverless framework for Kubernetes 🔗Link
• Kubeflow: ML toolkit for Kubernetes 🔗Link
• Kubernetes: Management of containerized applications 🔗Link
• OpenCensus: Cloud native observability framework 🔗Link
• TensorFlow: ML framework 🔗Link

Platform Comparisons

• Google Cloud Platform for AWS Professionals: 🔗Link
• Google Cloud Platform for Azure Professionals: 🔗Link
• Google Cloud Platform for Data Center Professionals: 🔗Link
• Google Cloud Platform for OpenStack Users: 🔗Link

Language Specific Documentation

• Apps Script: 🔗Link
• Java: 🔗Link
• Node.js: 🔗Link
• Python: 🔗Link
• Go: 🔗Link
• Ruby: 🔗Link
• PHP: 🔗Link
• .NET/C#: 🔗Link