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Google Cloud Platform Overview
nextgeninvent.com/blogs/google-cloud-platform-gcp-tools-and-services/Yapay zekadan makale özeti
- Cloud Computing Basics
- Cloud computing provides on-demand access to IT resources via internet
- NIST defines three standard cloud service models: IaaS, PaaS, SaaS
- Major cloud providers include Amazon, Microsoft, and Google
- GCP Features
- GCP offers cloud computing services including storage, hosting, computing
- Platform runs on same infrastructure as Google's own products
- Benefits major companies like Airbus, Coca-Cola, HTC, Spotify
- Data Engineering Process
- Data ingestion involves gathering structured, semi-structured, or unstructured data
- Storage solutions provide secure, scalable, and optimized data storage
- Platform offers tools for data processing, analysis, and visualization
- Key Services
- Storage includes Cloud Storage, Cloud SQL, BigTable, and BigQuery
- Compute services offer customizable virtual machines and containers
- Networking provides automation and advanced AI capabilities
- AI and ML support includes prebuilt and custom services
- Identity and Access Management ensures data security