Google Cloud Platform (GCP) for Data Science: Learn Cloud Computing Fundamentals

Question 1

Which of the following services is NOT offered by Google Cloud Platform (GCP)?

Accepted Answer

Amazon Elastic Compute Cloud (EC2)

Answer

Cloud Storage

Answer

BigQuery

Question 2

Which Google Cloud Platform (GCP) service is specifically designed for data science?

Accepted Answer

BigQuery

Answer

Cloud SQL

Answer

App Engine

Answer

Cloud Functions

Question 3

Which of the following is NOT a core service offered by Google Cloud Platform (GCP)?

Accepted Answer

Hadoop

Answer

Cloud Storage

Answer

BigQuery

Answer

Compute Engine

Question 4

What is the primary purpose of using Cloud Storage in GCP?

Accepted Answer

Storing large datasets and files in the cloud

Answer

Running complex data analysis algorithms

Answer

Handling real-time data streaming

Question 5

Which of the following statements about BigQuery is TRUE?

Accepted Answer

It is a serverless, fully managed data warehouse.

Answer

It can only handle small and simple datasets.

Answer

It requires extensive database administration skills to use.

Question 6

What type of virtual machines does Compute Engine offer?

Accepted Answer

Both predefined and custom configurations

Answer

No virtual machines are offered

Answer

Only custom configurations

Answer

Only predefined configurations

Question 7

Which of the following is a unique advantage of using GCP for data science?

Accepted Answer

Access to powerful pre-built machine learning algorithms and tools

Answer

Unlimited storage capacity

Answer

Free support and maintenance

Question 8

What is the unique purpose of using Cloud Functions in GCP?

Accepted Answer

Deploying small, event-driven functions without managing servers

Answer

Analyzing large volumes of data using machine learning

Answer

Building and hosting complex web applications

Question 9

What is the primary benefit of using Google Kubernetes Engine (GKE) in GCP?

Accepted Answer

Managing and scaling containerized applications

Answer

Storing and accessing large binary files

Answer

Providing a GUI interface for data science tasks

Answer

Automating the deployment of machine learning models

Question 10

Which of the following is a unique feature of Google Cloud Dataflow?

Accepted Answer

Real-time data processing and streaming analytics

Answer

Advanced natural language processing capabilities

Answer

Interactive data visualization and reporting

Question 11

What is the main purpose of using Cloud Pub/Sub in GCP?

Accepted Answer

Real-time messaging and event distribution

Answer

Database sharding and replication

Answer

Data ingestion and transformation

Answer

Model deployment and serving

Question 12

An essential service offered by Google Cloud Platform (GCP) is:

Accepted Answer

Compute Engine

Answer

Hadoop Distributed File System

Answer

PostgreSQL

Answer

Apache Spark

Question 13

Within GCP, Cloud Storage primarily serves as a/an:

Accepted Answer

Object storage service

Answer

Key-value store

Answer

Document database

Answer

Relational database management system

Question 14

For interactive data analysis at scale, GCP offers:

Accepted Answer

BigQuery

Answer

Elasticsearch

Answer

MongoDB

Answer

MySQL

Question 15

A key advantage of using GCP for data science applications is its:

Accepted Answer

Scalability and cost-effectiveness

Answer

Limited service offerings

Answer

Vendor lock-in

Question 16

The Google Cloud SDK functions primarily as a:

Accepted Answer

Command-line tool for managing GCP resources

Answer

Graphical user interface for GCP

Answer

API for interacting with GCP

Answer

Documentation platform for GCP

Question 17

Cloud Functions in GCP is best characterized as a:

Accepted Answer

Serverless computing platform

Answer

Data storage service

Answer

Machine learning framework

Answer

Container management system

Question 18

GCP's managed Kubernetes service is known as:

Accepted Answer

Google Kubernetes Engine

Answer

Azure Kubernetes Service

Answer

OpenShift Container Platform

Answer

Amazon Elastic Kubernetes Service

Question 19

Which service is NOT part of Google Cloud Platform (GCP)?

Accepted Answer

Amazon Web Services (AWS)

Answer

Compute Engine

Answer

Cloud Storage

Answer

BigQuery

Question 20

Which GCP service is used for managing and analyzing large datasets?

Accepted Answer

BigQuery

Answer

Cloud Storage

Answer

Compute Engine

Answer

Cloud Functions

Question 21

Identify a primary advantage of using GCP for deploying data science applications:

Accepted Answer

Scalability and flexibility

Answer

Ease of use

Answer

Low cost

Answer

High security

Question 22

Which GCP service is suitable for creating and running virtual machines?

Accepted Answer

Compute Engine

Answer

BigQuery

Answer

Cloud Functions

Answer

Cloud Storage

Question 23

Which of the following is a pricing model offered by GCP?

Accepted Answer

Pay-as-you-go

Answer

Flat-rate

Answer

Subscription-based

Answer

Per-user

Question 24

Which GCP service is used for storing and managing static files?

Accepted Answer

Cloud Storage

Answer

Compute Engine

Answer

BigQuery

Question 25

Which of the following is a serverless computing platform offered by GCP?

Accepted Answer

Cloud Functions

Answer

Compute Engine

Answer

BigQuery

Answer

Cloud Storage

Question 26

Which of the following is NOT a core service offered by Google Cloud Platform (GCP)?

Accepted Answer

Amazon Elastic Compute Cloud (Amazon EC2)

Answer

Cloud Storage

Answer

Compute Engine

Answer

BigQuery

Question 27

Which GCP service is primarily used for creating and managing virtual machines (VMs)?

Accepted Answer

Compute Engine

Answer

BigQuery

Answer

Cloud Functions

Answer

Cloud Storage

Question 28

What is the name of the GCP service designed for storing and managing large amounts of unstructured data?

Accepted Answer

Cloud Storage

Answer

Cloud SQL

Answer

Compute Engine

Answer

BigQuery

Question 29

Which GCP service is specifically designed for performing complex data analysis and machine learning tasks?

Accepted Answer

BigQuery

Answer

Cloud Functions

Answer

Compute Engine

Answer

Cloud Storage

Question 30

A key feature of Google Cloud Datastore is that it is:

Accepted Answer

A NoSQL database with automatic scaling

Answer

An object-oriented database with strong consistency

Answer

A relational database with ACID compliance

Answer

A graph database with high performance

Question 31

When using GCP for data science applications, a recommended practice is to:

Accepted Answer

Utilize managed services to reduce operational overhead

Answer

Deploy applications without version control

Answer

Manually manage all infrastructure components

Question 32

Which GCP service is best suited for deploying applications that respond to events and run without the need for server management?

Accepted Answer

Cloud Functions

Answer

Compute Engine

Answer

BigQuery

Answer

Cloud Storage

Question 33

When choosing between different GCP pricing models, a primary consideration should be:

Accepted Answer

Expected usage patterns and resource requirements

Answer

Company budget regardless of usage

Answer

Availability of promotional discounts

Answer

Personal preferences

Question 34

Which of the following GCP services is primarily used for running virtual machines?

Accepted Answer

Compute Engine

Answer

Cloud SQL

Answer

Cloud Functions

Answer

BigQuery

Question 35

Cloud Storage is designed for:

Accepted Answer

Storing and retrieving data objects

Answer

Running virtual machines

Answer

Hosting web applications

Answer

Querying large datasets

Question 36

Which Google Cloud Platform service is specifically designed for querying and analyzing vast datasets?

Accepted Answer

BigQuery

Answer

Cloud Storage

Answer

Compute Engine

Answer

Cloud Functions

Question 37

One of the key advantages of utilizing GCP for data science applications is:

Accepted Answer

Cost-effectiveness and scalability

Answer

Insufficient storage capacity

Answer

Limited integration options

Answer

Tedious data management processes

Question 38

Which service within GCP enables seamless integration with other Google-developed products?

Accepted Answer

G Suite

Answer

IBM Security Verify

Answer

Azure Active Directory

Answer

Atlassian

Question 39

Compute Engine utilizes a:

Accepted Answer

Pay-as-you-go pricing model

Answer

Subscription-based pricing model

Answer

Flat monthly fee

Answer

Free tier for educational purposes

Question 40

Cloud Functions primarily enables developers to:

Accepted Answer

Build and deploy functions without managing servers

Answer

Manage and store relational databases

Answer

Host static websites

Answer

Train and deploy machine learning models

Question 41

Which GCP service offers a managed Kubernetes environment?

Accepted Answer

Google Kubernetes Engine

Answer

Cloud Run

Answer

Anthos

Answer

Istio

Question 42

The primary distinction between BigQuery and Cloud SQL is:

Accepted Answer

BigQuery is for analyzing large datasets, while Cloud SQL is for managing relational databases.

Answer

BigQuery is a managed service, while Cloud SQL is a self-managed service.

Answer

BigQuery uses SQL syntax, while Cloud SQL uses NoSQL syntax.

Question 43

Which GCP service provides virtual machines for running custom applications and workloads?

Accepted Answer

Compute Engine

Answer

Kubernetes Engine

Answer

Cloud Storage

Answer

BigQuery

Question 44

What is the primary purpose of Cloud Storage in GCP?

Accepted Answer

Storing vast amounts of unstructured data, such as images, videos, and text files

Answer

Managing virtual networks

Answer

Running data analysis queries

Answer

Deploying machine learning models

Question 45

Which GCP service is specifically designed for performing large-scale, interactive data analysis on massive datasets?

Accepted Answer

BigQuery

Answer

Cloud Spanner

Answer

Cloud SQL

Answer

Cloud Dataflow

Question 46

What is a key advantage of using GCP for data science?

Accepted Answer

Access to powerful computing resources and scalable data storage for data-intensive workloads

Answer

Unlimited data transfer limits

Answer

Free and open-source tools only

Question 47

Which GCP service is used for managing and scaling Kubernetes clusters for containerized applications?

Accepted Answer

Kubernetes Engine

Answer

Cloud Functions

Answer

Cloud Run

Answer

App Engine

Question 48

What is the purpose of using Cloud Datastore in GCP?

Accepted Answer

Storing and managing NoSQL data with automatic scaling and high availability for applications

Answer

Deploying machine learning models

Answer

Querying large structured datasets

Question 49

Which GCP service is designed for building and running event-driven, stateless functions without the need for server management?

Accepted Answer

Cloud Functions

Answer

Cloud Dataflow

Answer

Compute Engine

Answer

Kubernetes Engine

Question 50

What is a key benefit of using Cloud AI Platform in GCP?

Accepted Answer

Providing access to pre-trained machine learning models, tools, and services for building and deploying ML solutions

Answer

Managing and monitoring virtual machines

Answer

Storing large amounts of unstructured data

Question 51

Which GCP service is responsible for managing access control, authentication, and authorization for resources?

Accepted Answer

Cloud Identity and Access Management (IAM)

Answer

Cloud Trace

Answer

Cloud Logging

Answer

Cloud Monitoring

Question 52

What is the primary benefit of using Cloud Logging in GCP?

Accepted Answer

Centralized logging and monitoring of applications, infrastructure, and system events for troubleshooting and debugging

Answer

Data visualization and analytics

Answer

Machine learning model training