WorksheetsAI and Machine Learning Worksheet (Grade 10)
Total questions: 103
Worksheet time: 52mins
Who is known as the father of Artificial Intelligence?
Alan Turing
John McCarthy
Andrew Ng
Geoffrey Hinton
Which statement fits Weak AI or Narrow AI?
It has general human-level intelligence.
It performs multiple tasks simultaneously.
Performs dedicated tasks within a limited scope.
It can reason like a human.
What differentiates Super AI from General AI?
Super AI has a narrowly focused skill.
General AI can exceed human intellectual performance.
Super AI surpasses human intelligence in every domain.
Super AI has no cognitive abilities.
What is the major focus of Theory of Mind AI?
Data storage
Understanding emotions and beliefs
Performing calculations quickly
Robot mechanics
AI helps in healthcare by ____ .
Diagnosing diseases and patient monitoring
Replacing doctors fully
Only recording patient data
Eliminating all human interaction
Machine Learning is best described as ____ .
Programming specific instructions explicitly
Training systems to learn from data
Hardware manufacturing
Software debugging
Unsupervised learning primarily involves ____ .
Learning from labelled data
Discovering patterns from unlabelled data
Making decisions based on rewards
Pre-programmed rules
Reinforcement learning is based on ____ .
Receiving rewards or penalties through trial and error
Grouping data clusters
Identifying keywords
Using labelled data only
Deep Learning primarily uses ____ .
Decision Trees
Neural Networks with many layers
Statistical methods only
Simple linear regression
Deep Learning models excel at processing ____ .
Simple numeric data only
Complex unstructured data like images and speech
Only text
Only numerical data
An advantage of Deep Learning is ____ .
Manual feature engineering
High accuracy in complex tasks
Low computational resources needed
Easy interpretability
A big challenge in Deep Learning is ____ .
Lack of data
Excessive interpretability
Simplicity of models
Human-level understanding by humans
Deep learning models improve with ____ .
More data and training time
Less computational power
Fewer data only
Fixed data only
An example of Deep Learning application in healthcare is ____ .
Algorithmic trading
Medical image analysis
Automated marketing
Cybersecurity threat detection
Neural networks are widely used for ____ .
Human brain neuron simulation
Pattern recognition and classification
Statistical models
Logistic regression
Layers between input and output layers are called ____ .
Data layers
Hidden layers
Input layers
Output layers
Generative AI is designed to ____ .
Analyze but not create content
Create new content from learned patterns
Only classify data
Run hardware operations
The Foundation Model in Generative AI is ____ .
A small lightweight model
A large multi-network trained on diverse data
A simple decision tree
A rule-based system
The self-attention mechanism in Transformers helps ____ .
Focus on all parts of the input sequence for context
Filter irrelevant data before training
Generate random output
Only translate languages
Multi-head attention means ____ .
Running several attention layers in parallel
One attention head per sequence
Removing attention heads
Simple output generation
Positional encoding in Transformers is used because ____ .
Transformers have no inherent sense of sequence
To encode data size
To speed-up training
To eliminate tokens
Which is NOT a type of Generative AI?
Text generation
Image generation
Database management
Music generation
An example of text generation model is ____ .
DALL·E
GPT
MidJourney
AutoDock
One application of Generative AI in finance is ____ .
Fraud detection
Automated report generation
Stock trading without AI
Network security hardening
Transformer models use which processing architecture?
Encoder–decoder
Recurrent networks
Feedforward only
Clustering layers
The main goal of Artificial Intelligence is to ____ .
Save data
Convert hardware efficiently
Make machines intelligent
Increase memory
Which of the following is an example of AI?
Calculator
Printer
Voice Assistant
Scanner
Machine Learning is a part of ____ .
Computer Networks
Operating System
Artificial Intelligence
Database System
Which approach of AI acts like a human?
Act rationally
Think rationally
Act humanly
Learn systematically
Deep Learning is based on ____ .
Heuristics
Decision tables
Neural Networks
Operating Systems
Which programming language is widely used in AI?
C
Java
Python
HTML
Machine Learning is a subset of ____ .
Data Mining
Artificial Intelligence
Computer Networks
Database Systems
Which neural network is mainly used for image processing?
RNN
CNN
ANN
GAN
Which neural network is best suited for sequence data?
CNN
ANN
RNN
LNN
Deep Learning is a subset of
Data Mining
Machine Learning
Computer Networks
Database Systems
Which of the following is the basic unit of a neural network
Node/Neuron
Layer
Weight
Bias
Deep Learning requires large amounts of
Hardware only
Algorithms only
Data
Internet speed
Which of the following is a real-world application of Deep Learning
Web processing
Face recognition
Calculator
Spreadsheet
AI in digital security mainly helps to
Design hardware
Detect and prevent cyber threats
Increase internet speed
Stop passwords
Machine Learning helps digital security systems by
Managing checksum attacks
Automatically learning attack patterns
Encrypting only data
Blocking all users
Which of the following is an AI-based security application
Firewall rules
Antivirus with ML detection
File manager
Text editor
An Intrusion Detection System (IDS) can help to
Increase bandwidth
Identify abnormal network behavior
Improve hardware speed
Manage databases
AI-based fraud recognition is mainly useful for
E-commerce
Data storage
Authentication and access control
Software testing
Which type of error can be detected using AI in digital models
Power failure
Malware
Printer error
Monitor damage
AI helps in phishing detection by
Blocking emails
Learning patterns of fake emails
Encrypting messages
Non-compliant images
What is the major advantage of using AI in digital security
Reduce manual effort
Slow response
Real-time threat detection
No data requirement
Generative AI is mainly used to
Analyze existing data only
Generate new content
Share little data
Improve hardware speed
Generative AI can generate
Only text
Only image
Only audio
Text, images, audio, and more
Which of the following is a common application of Generative AI
File compression
Content creation
Data sorting
Hardware testing
Which is an example of supervised learning
Clustering customer groups
Email spam filtering with labeled emails
Random data generation
Exploring databases
Which field overlaps with AI/ML but is focused on data-driven insights
Physics
Data Science
Hardware Engineering
Linguistics
What is the typical peak data rate supported by 5G systems
1 Gbps
10 Gbps
20 Gbps
100 Mbps
What is the Internet of Things (IoT)
A technology used only for smartphones
A network of interconnected physical devices that exchange data
A type of computer virus
A communication protocol for websites
Physical design of IoT mainly focuses on
Data flow
Hardware components
Cloud service
Software standards
Logical design of IoT deals with
Hardware wiring
Battery types
Power supply
Functional interactions among devices
Application layer in IoT handles
Signal amplification
User-side services
Device manufacturing
Power management
Which sensor is used for measuring temperature
Logic
Ultrasonic sensor
LM35
Resistor
A gateway in IoT is mainly used for
Cooking
Bridge device with the Internet
Taking photos
Increasing sound
A sensor is a device that
Performs physical action
Converts physical quantity into electrical signals
Stores data
Only transmits data
A sensor module is an electronic board that
Integrates sensor with required circuitry
Performs temperature sensing only
Provides sound detection only
Provides light measurement only
In a sensor module, an actuator mainly controls
Temperature
Water flow
Power supply
Gas leakage
An example of external media in communication is
Fiber transfer
Remote surgery
Email sending
Social media browsing
Next Generation Network (NGN) is primarily based on
Packet-switched IP networks
Circuit-switching
Morse code
Analog communication
Which functional block of NGN controls call set-up and teardown
End-user devices
Media Gateway
Application Server
Router
A key characteristic of NGN is
No support for multimedia
Quality of Service (QoS)
Basic switching
Manual routing
The part of NGN that handles service creation is
Media Gateway
Application Server
PSTN switch
Antenna
The combination of 5G and IoT is mainly used for
Faster book printing
Automation and smart connectivity
Slower networks
Manual switching
Internet of Things (IoT) refers to
Network of computers only
Network of people on internet
Interconnection of physical devices using internet
Wireless communication only
Which component makes a device smart in IoT?
Battery
Switch
Sensor
Valves
Which layer collects data from sensors in IoT architecture?
Application layer
Network layer
Perception layer
Cloud layer
Which sensor is used in smart parking systems?
Gas sensor
Temperature sensor
Humidity sensor
Ultrasonic sensor
NGN stands for
New Global Network
Network Group Node
Next Generation Network
New Generation Node
Which is an advantage of cloud-based IoT?
Limited storage
High maintenance
Remote access to data
Low availability
A device that converts a physical quantity into electrical signals is called
Sensor
Actuator
Processor
Controller
An actuator performs which function in IoT?
Sensor
Data storage
Decision making
Physical action
Which frequency band is mainly used in 5G?
Medium wave
Long wave
AM band
Millimeter wave
Which protocol is commonly used in NGN for voice?
SIP
FTP
HTTP
SMTP
Functional block diagram of NGN mainly includes
Sensor network
LAN, WAN, MAN
Sensors, Actuators, Gateway
Client, Server, Database
Sensor system usually connected to
Cloud server directly
Actuator only
Microcontroller
Router
NGN supports which type of services?
Voice only
Data only
Multimedia services
Fax only
Which network uses NGN concept?
PSTN
ISDN
VoIP
Telegraph network
Media Gateway converts
Signalling protocols
IP to IP only
Analog to digital media
Data packets
Cloud based IoT devices to be
Standalone
Offline
Centrally managed
Manually controlled
Cloud based IoT supports
Remote
Data monitoring
Data backup
All of the above
Blockchain is most commonly associated with
Cryptocurrency
Email service
Web hosting
File sharing
Blockchain mainly works on
Client-server model
Master-slave architecture
Ring topology
Peer-to-peer network
In blockchain system, data is stored
On a single server
Offline only
At a central authority
Across multiple nodes
Data modification in traditional system is
Impossible
Restricted
Very slow
Easy
Which system offers higher transparency?
Blockchain system
Manual system
Standalone system
Traditional system
Blockchain architecture consists of layers such as
Hardware, software, network
Input, output, storage
Physical, logical, virtual
Application, communication, operation
Public blockchain is
Permissioned
Private
Open to everyone
With access control
Private blockchain offers
Less security
Slower transactions
Fast transactions
No access control
Consortium blockchain is mainly used in
Banking sector
Gaming
Social media
Entertainment
Hybrid blockchain offers
Full privacy
Full transparency
Controlled transparency
Heavy security
Who invented blockchain technology?
Elon Musk
Satoshi Nakamoto
Vitalik Buterin
Tim Berners-Lee
Which system is typically slower for cross-border transactions?
Blockchain
Both the same
None of these
Traditional centralized system
Blockchain improves supply chain by
Reducing transparency
Tracking products from origin to consumer
Hiding product details
Increasing fraud risk
What ensures transactions on the blockchain cannot be altered?
Consensus algorithm
Open web
Miner ID
Private keys
Hybrid blockchain term
Combination of public and private blockchains
Are fully centralized
Are prohibited in most countries
Do not use cryptography
What process do miners perform?
Code smart contracts
Verify and add blocks to the blockchain
Delete failed transactions
Create cryptocurrency
Blockchain network participants are called
Servers
Miners
Nodes
Clients
What links a block to its previous block?
Timestamp
Previous block's hash
User ID
Transaction amount
In healthcare, blockchain helps by
Making all patient data public
Securely storing and sharing medical records
Slowing down data access
Reducing data collection
