GCP
Google Cloud Training Institute in Surat
Google Cloud Platform provides a full range of public cloud services for cloud administrators, software developers and other IT professionals.
Google Cloud Platform (GCP), offered by Google, is a suite of cloud computing services that runs on the same infrastructure that Google uses internally for its end-user products, such as Google Search, Gmail, file storage, and YouTube.Alongside a set of management tools, it provides a series of modular cloud services including computing, data storage, data analytics and machine learning.
Google Cloud Platform provides infrastructure as a service, platform as a service, and serverless computing environments.
Google Cloud Platform is a part of Google Cloud, which includes the Google Cloud Platform public cloud infrastructure, as well as Google Workspace, enterprise versions of Android and Chrome OS, and application programming interfaces (APIs) for machine learning and enterprise mapping services.
Better Pricing Than Competitors.
Private Global Fiber Network.
Live Migration of Virtual Machines.
Improved Performance.
State of the Art Security.
Dedication to Continued Expansion.
Redundant Backups.
1:Introduction to Google Cloud Platform
• Google Cloud Platform (GCP) Infrastructure
• Using GCP
• Lab: Console and Cloud Shell
• Demo: Projects
• Lab: Infrastructure Preview
2: Virtual Networks
Virtual Private Cloud (VPC), Projects, Networks, Subnetworks, IP addresses, Routes, Firewall rules
• Subnetworks for resource management instead of physical network topology
• Lab: Virtual Networking
• Lab: Bastion Host
3: Virtual Machines
• Compute Engine
• Lab: Creating Virtual Machines
• Compute options (vCPU and Memory)
• Images
• Common Compute Engine actions
• Lab: Working with Virtual Machines
4: Cloud IAM
• Organizations, Roles, Members, Service accounts, Cloud IAM best practices
• Lab: Cloud IAM
5: Data Storage Services
• Cloud Storage
• Lab: Cloud Storage
• Cloud SQL
• Lab: Cloud SQL
• Cloud Spanner, Cloud Datastore
• Lab: Cloud Datastore
• Cloud Bigtable
6: Resource Management
• Cloud Resource Manager, Quotas, Labels, Names, Billing
• Demo: Billing Administration
• Lab: Examining Billing Data with BigQuery
7: Resource Monitoring
• Stackdriver, Monitoring
• Lab: Resource Monitoring (Stackdriver)
• Logging, Error Reporting, Tracing, Debugging
• Lab: Error Reporting and Debugging (Stackdriver)
8: Interconnecting Networks
• Cloud Virtual Private Network (VPN)
• Lab: Virtual Private Networks (VPN)
• Cloud Router, Cloud Interconnect, External Peering, Cloud DNS
9: Load Balancing
• Managed Instance Groups, HTTPS load balancing, Cross-region and content-based load balancing, SSL proxy/TCP
proxy load balancing, Network
10: Auto scaling
• Auto scaling, Policies, Configuration
• Lab: Auto scalin
Apart from Techradix’s Certification, also get prepared for globally recognized certifications like:
Associate Cloud Engineer
Compute
- App Engine: Managed app platform 🔗 📄
- Cloud Functions: Event-driven serverless functions 🔗 📄
- Cloud Run 🆕: Serverless for containerized applications 🔗 📄
- Compute Engine: VMs, GPUs, TPUs, Disks 🔗 📄
- Kubernetes Engine (GKE): Managed Kubernetes/containers 🔗 📄
- Anthos 🆕: Enterprise hybrid/multi-cloud platform 🔗 📄
Storage
- Cloud Storage: Object storage and serving 🔗 📄
- Nearline: Archival occasional access storage 🔗 📄
- Coldline: Archival rare access storage 🔗 📄
- Persistent Disk: VM-attached disks 🔗 📄
- Cloud Filestore: Managed NFS server 🔗 📄
Database
- Cloud Bigtable: Petabyte-scale, low-latency, non-relational 🔗 📄
- Cloud Datastore: Horizontally scalable document DB 🔗 📄
- Cloud Firestore: Strongly-consistent serverless document DB 🔗 📄
- Cloud Memorystore: Managed Redis 🔗 📄
- Cloud Spanner: Horizontally scalable relational DB 🔗 📄
- Cloud SQL: Managed MySQL and PostgreSQL 🔗 📄
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 Datalab: Managed Jupyter notebook 🔗 📄
- 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 🔗 📄
- Genomics: Managed genomics platform 🔗 📄
AI/ML
- AI Hub 🆕: Hosted AI component sharing 🔗 📄
- AI Platform: Managed platform for ML 🔗 📄
- AI Platform Data Labeling 🆕: Data labeling by humans 📄
- AI Platform Deep Learning VMs: Preconfigured VMs for deep learning 🔗 📄
- AI Platform Notebooks 🆕: Managed JupyterLab notebook instances 🔗📄
- AI Platform Training 🆕: Parallel and distributed training 📄
- AI Platform Predictions 🆕: Autoscaled model serving 📄
- 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 AI Building Blocks 🆕: Hosted AI component repository 🔗 📄
- 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 Translation API: Language detection and translation 🔗 📄
- Cloud Video Intelligence API: Scene-level video annotation 🔗 📄
- Cloud Vision API: Image recognition and classification 🔗 📄
- Cloud TPU: Hardware acceleration for ML 🔗 📄
- Dialogflow Enterprise Edition: Create conversational interfaces 🔗 📄
- Document Understanding AI 🆕: Analyze, classify, search documents 🔗 📄
- 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 🔗 📄
- Cloud NAT: Network address translation service 📄
- Cloud Router 🆕: VPC/on-prem network route exchange (BGP) 📄
- IPsec 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 🔗 📄
Internet of Things (IoT)
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 IAM: Resource access control 🔗 📄
- Cloud Identity: Manage users, devices & apps 🔗 📄
- Cloud Identity-Aware Proxy: Identity-based app sign in 🔗 📄
- Cloud Key Management Service: Hosted key management service 🔗 📄
- Cloud Resource Manager: Cloud project metadata management 🔗 📄
- Cloud Security Scanner: App engine security scanner 🔗 📄
- Cloud Security Command Center: Asset inventory, discovery, search, management 🔗 📄
- 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 🔗 📄
- Security Key Enforcement: Two-step key verification 🔗
- Shielded VMs: Hardened VMs 🔗 📄
- Titan Security Key: Two-factor authentication (2FA) device 🔗
- VPC Service Controls 🆕: VPC constrain data 🔗 📄
Management Tools
- Cloud APIs: APIs for cloud services 🔗 📄
- Cloud Billing: Billing and cost management tools 🔗 📄
- Cloud Billing API: Programmatically manage GCP billing 📄
- Cloud Console: Web-based management console 🔗
- Cloud Deployment Manager: Templated infrastructure deployment 🔗 📄
- Cloud Mobile App: iOS/Android GCP manager app 🔗
- Cloud Shell: Browser-based terminal/CLI 🔗 📄
- Stackdriver Debugger: Live production debugging 🔗 📄
- Stackdriver Error Reporting: App error reporting 🔗 📄
- Stackdriver Logging: Centralized logging 🔗 📄
- Stackdriver Monitoring: Infrastructure and application monitoring 🔗 📄
- Stackdriver Profiler: CPU and heap profiling 🔗 📄
- Stackdriver Transparent SLIs: Monitor GCP services 🔗 📄
- Stackdriver Trace: App performance insights 🔗 📄
Developer Tools
- Cloud SDK: CLI for GCP 🔗 📄
- Cloud Build: Continuous integration/delivery platform 🔗 📄
- Cloud Code 🆕: Cloud native IDE extensions 🔗 📄
- Cloud Source Repositories: Hosted private git repos 🔗 📄
- Cloud Scheduler: Managed cron job service 🔗 📄
- Cloud Tasks 🆕: Asynchronous task execution 🔗 📄
- Cloud Tools for IntelliJ: IntelliJ GCP tools 🔗
- Cloud Tools for PowerShell: PowerShell GCP tools 🔗
- Cloud Tools for Visual Studio: Visual Studio GCP tools 🔗
- Cloud Tools for Eclipse: Eclipse GCP tools 🔗
- Container Registry: Private container registry/storage 🔗 📄
- Gradle App Engine Plugin: Gradle App Engine plugin 🔗
- Maven App Engine Plugin: Maven App Engine plugin 🔗
Migration to GCP
- Cloud Data Transfer: Data migration tools/CLI 🔗
- Google Transfer Appliance: Rentable data transport box 🔗 📄
- Cloud Storage Transfer Service: Cloud to cloud transfers 📄
- BigQuery Data Transfer Service: Bulk import analytics data 🔗 📄
- Migrate from Amazon Redshift 🆕: Migrate from Redshift to BigQuery 🔗
- Migrate from Teradata 🆕: Migrate from Teradata to BigQuery 🔗
- Migrate for Anthos 🆕: Migrate VMs to GKE containers 🔗 📄
- Migrate for Compute Engine: Compute Engine migration tools 🔗 📄
- VM Migration: VM migration tools 🔗
API Platform and Ecosystems
- API Analytics: API metrics 🔗
- API Monetization: Monetize APIs 🔗
- Apigee API Platform: Develop, secure, monitor APIs 🔗
- Apigee Sense: API protection from attacks 🔗
- Apigee Hybrid 🆕: Manage hybrid/multi-cloud API environments 🔗📄
- 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: Calculate travel times 🔗
- Geocoding API: Convert address to/from coordinates 🔗
- Geolocation API: Derive location without GPS 🔗
- Maps Embed API: Web embedded maps 🔗
- Maps JavaScript API: Dynamic web maps 🔗
- Maps SDK for Android: Maps SDK for Android 🔗
- Maps SDK for iOS: Maps SDK for iOS 🔗
- Maps Static API: Web static maps 🔗
- Maps Unity SDK: Unity SDK for games 🔗
- Maps URLs: URL scheme for maps 🔗
- Places API: Metadata about places (REST) 🔗
- Places Library, Maps JS API: Metadata about places (JavaScript) 🔗
- Places SDK for Android: Places SDK for Android 🔗
- Places SDK for iOS: Places SDK for iOS 🔗
- Roads API: Metadata about roads 🔗
- Street View Static API: Static street view images 🔗
- Street View Service: Interactive street view images” 🔗
- Time Zone API: Convert coordinates to timezone 🔗
G Suite Platform
- App Maker: Assistive app building 🔗
- Apps Script: Extend and automate everything 🔗
- Editor Add-ons: Extend Docs, Sheets, Slides 🔗
- Gmail Add-ons: Contextual apps in Gmail 🔗
- Hangouts Chat Bots: Conversational bots in chat 🔗
- Calendar API: Create and manage calendars 🔗
- Classroom API: Provision and manage classrooms 🔗
- Docs API: Create and edit documents 🔗
- Drive API: Read and write files 🔗
- Gmail API: Enhance Gmail 🔗
- Sheets API: Read and write spreadsheets 🔗
- Slides API: Create and edit presentations 🔗
- Drive Picker: Drive file selection widget 🔗
- Cloud Search: Unified search for enterprise 🔗
- Admin SDK: Manage G Suite resources 🔗
- Email Markup: Interactive email using schema.org 🔗
- G Suite Marketplace: Storefront for integrated applications 🔗
- Other G Suite APIs/SDKs: Contacts, Google+, Tasks, Vault… 🔗
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 Indexing: App/Google search integration 🔗
- Firebase Authentication: Drop-in authentication 🔗
- Firebase Cloud Messaging: Send device notifications 🔗
- Firebase Dynamic Links: Link to app content 🔗
- Firebase Hosting: Web hosting with CDN/SSL 🔗
- Firebase In-App Messaging: Send in-app contextual messages 🔗
- Firebase Performance Monitoring: App 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 🔗
GCP Foundational Open Source Projects
- Apache Beam: Batch/streaming data processing 🔗
- 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 🔗
Additional Resources
- Google Cloud Home Page: 🔗
- Google Cloud Blog: 🔗
- GCP Medium Publication: 🔗
- Apigee Blog: 🔗
- Firebase Blog: 🔗
- G Suite Developers Blog: 🔗
- 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: 🔗
Everything below is not included in the PDFs/PNGs due to space limitations
Additional Resources
- Google Cloud Solutions Library:🔗
- Google Cloud Support Hub:🔗
- GCP Pricing: 🔗
- GCP Pricing Calculator: 🔗
- Qwiklabs Home Page:🔗
- Codelabs Home Page:🔗
- YouTube Channels:
- Podcasts:
- Reddit:
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:📄