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GCP Core Services Overview (GCP CDL) Flashcards
GCP Cloud Digital Leader Flashcards
| Front | Back |
| How does BigQuery achieve high performance for large queries | By leveraging massively parallel processing and columnar storage architecture. |
| How does Cloud Data Fusion help with data integration | It provides a graphical interface for designing, building, and managing data pipelines. |
| How does Cloud Run differ from Compute Engine | Cloud Run is fully managed and designed for containerized applications, while Compute Engine provides virtual machines for customization. |
| How does Compute Engine compare to App Engine | Compute Engine offers more customization and control over infrastructure, while App Engine is fully managed for app development. |
| How does Compute Engine support scalability | By allowing users to create and manage virtual machine instances that can scale up or down based on demand. |
| How does Vertex AI support machine learning projects | Offers an end-to-end platform for building, deploying, and scaling ML models. |
| What are Cloud Storage multi-region locations used for | Providing high availability and redundancy across multiple geographic areas. |
| What are key advantages of using Cloud SQL | Fully-managed relational databases with high availability, automatic backups, and scalability. |
| What are the key use cases of BigQuery | Data warehousing, business intelligence, customer behavior analysis, and real-time analytics. |
| What does Cloud Endpoints offer | Tools for managing APIs, including traffic management, authentication, and monitoring. |
| What is a key feature of Compute Engine's pricing model | Pay-as-you-go billing with sustained use discounts for long-running instances. |
| What is BigQuery | A fully-managed serverless data warehouse for performing analytics on large datasets. |
| What is Cloud Spanner | A globally distributed and horizontally scalable relational database service. |
| What is Cloud Storage | A globally distributed, object storage service for unstructured data like images, videos, and backups. |
| What is Compute Engine | Google Cloud's Infrastructure-as-a-Service (IaaS) offering for running virtual machines. |
| What is preemptible VM in Compute Engine | A cost-effective, short-lived virtual machine type suitable for batch processing and fault-tolerant workloads. |
| What is the benefit of using BigQuery ML | Enables data scientists and analysts to build and operationalize machine learning models directly within BigQuery. |
| What is the benefit of using Memorystore | Fully-managed in-memory data storage for caching and real-time analytics. |
| What is the difference between Persistent Disk and Cloud Storage | Persistent Disk is block storage for Compute Engine instances, while Cloud Storage is object storage for unstructured data. |
| What is the key feature of Stackdriver | Provides monitoring, logging, and diagnostics services for applications in GCP. |
| What is the primary function of Cloud Storage buckets | To store, organize, and manage your data in a hierarchical structure. |
| What is the purpose of Cloud Functions | Allows developers to execute code in response to events without managing servers or infrastructure. |
| What is the purpose of Cloud Pub/Sub | A messaging service for building event-driven systems and real-time analytics. |
| What is the role of an IAM policy in Cloud Storage | Defines who has access to storage buckets and what actions they can perform. |
| What is the role of interconnect options like Cloud VPN | Provides secure and encrypted connections between GCP and on-premises infrastructure. |
| What is the role of Kubernetes Engine in GCP | A managed platform for deploying, scaling, and managing containerized applications using Kubernetes. |
| What is the use case of Cloud Firestore | A NoSQL document database ideal for building mobile, web, and server applications. |
| What makes BigQuery serverless | It does not require infrastructure management, allowing users to focus on querying data directly. |
| What problem does Dataflow solve | Simplifies streaming and batch data processing with a unified programming model. |
| What storage classes does Cloud Storage offer | Standard, Nearline, Coldline, and Archive for different access needs and pricing. |
Front
What makes BigQuery serverless
Click the card to flip
Back
It does not require infrastructure management, allowing users to focus on querying data directly.
Front
What are Cloud Storage multi-region locations used for
Back
Providing high availability and redundancy across multiple geographic areas.
Front
What is the benefit of using Memorystore
Back
Fully-managed in-memory data storage for caching and real-time analytics.
Front
What is a key feature of Compute Engine's pricing model
Back
Pay-as-you-go billing with sustained use discounts for long-running instances.
Front
What is BigQuery
Back
A fully-managed serverless data warehouse for performing analytics on large datasets.
Front
What are key advantages of using Cloud SQL
Back
Fully-managed relational databases with high availability, automatic backups, and scalability.
Front
What is the primary function of Cloud Storage buckets
Back
To store, organize, and manage your data in a hierarchical structure.
Front
What is Cloud Spanner
Back
A globally distributed and horizontally scalable relational database service.
Front
What is preemptible VM in Compute Engine
Back
A cost-effective, short-lived virtual machine type suitable for batch processing and fault-tolerant workloads.
Front
What is Cloud Storage
Back
A globally distributed, object storage service for unstructured data like images, videos, and backups.
Front
How does Cloud Data Fusion help with data integration
Back
It provides a graphical interface for designing, building, and managing data pipelines.
Front
How does Vertex AI support machine learning projects
Back
Offers an end-to-end platform for building, deploying, and scaling ML models.
Front
What is the purpose of Cloud Functions
Back
Allows developers to execute code in response to events without managing servers or infrastructure.
Front
What is the use case of Cloud Firestore
Back
A NoSQL document database ideal for building mobile, web, and server applications.
Front
What does Cloud Endpoints offer
Back
Tools for managing APIs, including traffic management, authentication, and monitoring.
Front
What is the role of an IAM policy in Cloud Storage
Back
Defines who has access to storage buckets and what actions they can perform.
Front
How does Compute Engine support scalability
Back
By allowing users to create and manage virtual machine instances that can scale up or down based on demand.
Front
What storage classes does Cloud Storage offer
Back
Standard, Nearline, Coldline, and Archive for different access needs and pricing.
Front
What problem does Dataflow solve
Back
Simplifies streaming and batch data processing with a unified programming model.
Front
What is the role of Kubernetes Engine in GCP
Back
A managed platform for deploying, scaling, and managing containerized applications using Kubernetes.
Front
What are the key use cases of BigQuery
Back
Data warehousing, business intelligence, customer behavior analysis, and real-time analytics.
Front
What is the role of interconnect options like Cloud VPN
Back
Provides secure and encrypted connections between GCP and on-premises infrastructure.
Front
What is the benefit of using BigQuery ML
Back
Enables data scientists and analysts to build and operationalize machine learning models directly within BigQuery.
Front
How does BigQuery achieve high performance for large queries
Back
By leveraging massively parallel processing and columnar storage architecture.
Front
What is the purpose of Cloud Pub/Sub
Back
A messaging service for building event-driven systems and real-time analytics.
Front
How does Cloud Run differ from Compute Engine
Back
Cloud Run is fully managed and designed for containerized applications, while Compute Engine provides virtual machines for customization.
Front
What is the key feature of Stackdriver
Back
Provides monitoring, logging, and diagnostics services for applications in GCP.
Front
How does Compute Engine compare to App Engine
Back
Compute Engine offers more customization and control over infrastructure, while App Engine is fully managed for app development.
Front
What is the difference between Persistent Disk and Cloud Storage
Back
Persistent Disk is block storage for Compute Engine instances, while Cloud Storage is object storage for unstructured data.
Front
What is Compute Engine
Back
Google Cloud's Infrastructure-as-a-Service (IaaS) offering for running virtual machines.
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This deck covers key GCP services like Compute Engine, BigQuery, Cloud Storage, and how they fit into business objectives.