Cloud CDN serves content from _______ locations worldwide.
- Edge
- Regional
- Centralized
- Local
Cloud CDN utilizes a network of edge locations worldwide to cache and deliver content closer to users, thereby reducing latency and improving access speeds. These edge locations are crucial for the efficient functioning of a CDN.
Cloud Identity provides centralized _______ management for users and groups.
- Identity
- Resource
- Access
- Data
Understanding the capabilities of Cloud Identity is essential for organizations to effectively manage user access and security across their Google Cloud environments. Centralized identity management simplifies user administration and enhances security.
Which of the following tasks can be performed using AI Platform?
- Training machine learning models
- Sending and receiving emails.
- Managing database systems.
- Creating virtual machines.
Understanding the tasks that can be performed using AI Platform helps beginners grasp the capabilities and limitations of the platform for building and deploying machine learning models.
Which type of load balancing distributes incoming traffic among multiple instances within the same region?
- Internal Load Balancing
- External Load Balancing
- Global Load Balancing
- Network Load Balancing
Understanding the different types of load balancing mechanisms in Google Cloud helps beginners architect scalable and resilient applications. Internal Load Balancing, in particular, is essential for optimizing network traffic flow within a regional environment, enhancing performance and reliability.
What is the principle of least privilege in the context of IAM?
- Granting users only the minimum level of access required to perform their job duties.
- Granting users access to all resources within a GCP project to ensure they can perform any task as needed.
- Granting users access based on their job title rather than specific tasks they need to perform.
- Granting users access only if they explicitly request it, regardless of their job duties.
Adhering to the principle of least privilege is essential for maintaining security and minimizing the risk of unauthorized access or misuse of resources within a GCP environment. Understanding this principle helps administrators design IAM policies that strike the right balance between security and usability.
TensorFlow _______ is used for data preprocessing and validation in machine learning pipelines on Google Cloud Platform.
- Dataflow
- Data Studio
- Data Fusion
- Data Preparation
TensorFlow Data Validation (TFDV) is a vital component of TensorFlow Extended (TFX) for ensuring data consistency and quality in machine learning pipelines on Google Cloud Platform. Expertise in using TFDV for data preprocessing and validation is essential for building robust and reliable machine learning models.
Which Google Cloud service provides reliable and scalable messaging services?
- Pub/Sub
- Cloud Tasks
- Cloud Storage
- Cloud Firestore
Understanding the various messaging services offered by Google Cloud Platform helps in selecting the appropriate service for implementing communication and integration solutions. Pub/Sub stands out as a reliable and scalable messaging service suitable for a wide range of use cases.
Which of the following is not a feature of Google Cloud Dataproc?
- Real-time Data Processing
- Auto Scaling
- Managed Service
- NoSQL Database
Identifying features that are not part of Google Cloud Dataproc helps users understand its capabilities and limitations, enabling them to choose the right tools and services for their specific use cases.
Google Compute Engine provides _______ virtual machine instances.
- preemptible
- permanent
- transient
- non-preemptible
Google Compute Engine offers preemptible virtual machine instances that provide significant cost savings for certain types of workloads, which is an important feature to understand for cost management and resource planning in cloud computing.
Scenario: A company wants to deploy a web application that serves users across multiple continents. Which type of Cloud Load Balancing should they choose, and why?
- Global HTTP(S) Load Balancing
- Regional TCP Load Balancing
- Internal Load Balancing
- Global SSL Proxy Load Balancing
For a web application with a global user base, Global HTTP(S) Load Balancing is the most appropriate choice. It ensures efficient routing, low latency, and high availability by directing users to the nearest backend servers.
_______ is a Google Cloud service that allows users to create custom virtual machine types.
- Google Compute Engine
- Google Kubernetes Engine
- Google Cloud Functions
- Google Cloud Run
Google Compute Engine is the correct service for creating custom virtual machine types, giving users control over VM specifications to optimize performance and cost.
Scenario: A data science team needs to deploy a machine learning model for sentiment analysis. Which component of AI Platform should they use for this purpose?
- AI Platform Notebooks
- AI Platform Training
- AI Platform Prediction
- AI Platform Pipelines
Understanding the purpose and capabilities of different components of AI Platform is crucial for selecting the right tool for deploying machine learning models in production environments. AI Platform Prediction, in this scenario, meets the requirement of deploying a sentiment analysis model effectively.