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WorksheetsMCQs on Innovation through Analytics & AI
Total questions: 45
Worksheet time: 33mins
What is the main purpose of data analytics?
Storing raw data
Analyzing raw data to make conclusions
Deleting irrelevant data
Formatting data for storage
What is the key difference between data and information?
Data is processed, information is raw
Data is unorganized, information is structured and useful
Data is always numerical, information is always textual
Data is smaller in size than information
Which of the following is NOT a type of Big Data Analytics?
Descriptive
Diagnostic
Predictive
Interactive
Which type of Big Data Analytics answers the question 'Why did this happen?'
Descriptive
Diagnostic
Predictive
Prescriptive
What is an essential skill for a data analyst?
Data collection
Cooking skills
Painting skills
Manual filing
Which of the following tools is commonly used for website analytics?
Google Analytics
Photoshop
Microsoft Word
SQL Server
What is the role of machine learning in data analytics?
Automating data analysis and pattern recognition
Increasing storage capacity
Reducing employee workload
Formatting raw data
Which of the following is NOT a step in the data analytics process?
Data collection
Data cleaning
Data destruction
Data visualization
In which industry is fraud detection a major use case of data analytics?
Entertainment
Banking
Fashion
Agriculture
Which type of Big Data Analytics suggests the best course of action?
Descriptive
Diagnostic
Predictive
Prescriptive
What is the primary goal of Artificial Intelligence?
To replace human intelligence completely
To enable machines to perform tasks requiring intelligence
To create self-aware robots
To remove humans from workplaces
What is an example of an expert system?
Google Maps
A weather app
A medical diagnosis system
A calculator
Machine learning is a branch of:
Cloud Computing
Artificial Intelligence
Cybersecurity
Networking
Which of the following AI applications recognizes human speech?
Computer Vision
Machine Learning
Speech Recognition
Data Mining
What does NLP stand for in AI?
Neural Learning Process
Natural Language Processing
Network Latency Performance
None of the above
Which AI field focuses on equipping computers with the ability to interpret images?
Robotics
Computer Vision
Speech Recognition
Natural Language Processing
Which of the following is an example of AI in social media?
Facebook's facial recognition feature
MS Paint
A text editor
A basic spreadsheet
What is the main function of a chatbot?
Responding to user queries
Running network diagnostics
Performing mathematical calculations
Playing music
What is RankBrain used for in Google Search?
Ranking web pages based on user intent
Calculating stock market trends
Running hardware diagnostics
Generating video recommendations
What AI-powered technology allows Amazon Go stores to operate without cashiers?
Machine Learning
Computer Vision
Virtual Reality
Blockchain
What is the main advantage of AI-driven automation?
Reduces human effort and improves efficiency
Increases manual labor requirements
Slows down business processes
Reduces storage capacity
How does AI impact human labor?
Creates new job opportunities
Eliminates all jobs
Makes workers redundant overnight
Has no effect
Which AI technique is widely used in recommendation systems?
Neural Networks
Expert Systems
Decision Trees
Robotics
Which of the following is an AI-powered virtual assistant?
Siri
Microsoft Excel
Google Docs
Adobe Photoshop
Which company developed DeepFace for facial recognition?
Microsoft
Tesla
What is the term for AI that can learn without being explicitly programmed?
Supervised Learning
Unsupervised Learning
Machine Learning
Deep Learning
What is the difference between AI and traditional computing?
AI learns from data, while traditional computing follows fixed rules
AI is slower than traditional computing
Traditional computing is more intelligent than AI
AI does not use algorithms
Which of the following is a key component of AI decision-making?
Data
Random guessing
Manual calculations
Simple logic
What is the major benefit of big data analytics in marketing?
Understanding customer preferences
Reducing employee workload
Eliminating the need for advertisements
Slowing down product development
What AI concept is used in self-driving cars?
Computer Vision
Image Editing
Audio Processing
Video Gaming
(a) is the process of analyzing raw data to extract useful insights.
In AI, __________ is the ability of a machine to improve its performance based on past experiences.
The four types of Big Data Analytics are Descriptive, Diagnostic, Predictive, and (a) .
__________ is the process of converting speech into a digital format that can be processed by computers.
__________ is a branch of AI that enables computers to understand and process human languages.
The term (a) refers to massive volumes of structured and unstructured data that traditional databases cannot handle efficiently.
(a) is a subset of AI that focuses on enabling computers to interpret and analyze images.
In predictive analytics, (a) data is used to make forecasts about future outcomes.
A (a) is a professional responsible for collecting, analyzing, and interpreting data.
AI-powered (a) assistants like Siri and Alexa can understand and respond to voice commands.
(a) analytics helps businesses learn from past behaviors to improve future decision-making.
AI in banking helps detect fraudulent transactions through (a) algorithms.
(a) is an AI application that suggests search results by analyzing user queries and behavior.
(a) analysis is used to study the strengths and weaknesses of competitors in the market.
AI-powered __________ cars use computer vision and machine learning to navigate roads without human input.
