WorksheetsAI and Machine Learning Interview Questions
Total questions: 30
Worksheet time: 15mins
What is the basic definition of Artificial Intelligence (AI)?
A computer that can only do math
Systems or machines that mimic human intelligence to perform tasks
A robot that moves like a human
A high-speed internet connection
Who is known as the "Father of AI" who proposed the Turing Test?
Alan Turing
Elon Musk
Steve Jobs
Bill Gates
Which type of AI is designed to perform a specific task, like playing chess or recognizing a face?
Super AI
General AI (Strong AI)
Narrow AI (Weak AI)
Human AI
What is "Artificial General Intelligence" (AGI)?
AI that cannot learn new things
AI used only in calculators
AI that can understand and learn any intellectual task that a human can
AI that is better than humans at everything
Machine Learning (ML) is a _______ of Artificial Intelligence.
Competitor
Subset
Replacement
Different name
In which type of learning does the model learn from "labeled" data (input-output pairs)?
Manual Learning
Reinforcement Learning
Supervised Learning
Unsupervised Learning
Which type of learning is used to find hidden patterns or groupings in "unlabeled" data?
Supervised Learning
Teaching Learning
Unsupervised Learning
Semi-supervised Learning
Reinforcement Learning is based on which concept?
Reading books
Labeled tables
Trial and error with "Rewards" and "Penalties"
Deleting data
What is the correct order of the Machine Learning procedure?
Model Training -> Collect Data -> Evaluation
Evaluation -> Collect Data -> Analyze
Collect Data -> Evaluation -> Model Training
Collect Data -> Analyze -> Model Training -> Evaluation
What is the first step in the machine learning process?
Selling the product
Evaluating the model
Defining the problem and collecting data
Writing code
Which of the following is an example of AI in daily life?
Smart Speakers (Alexa/Siri)
Face ID on smartphones
All of the above
Recommendation systems (Netflix/YouTube)
In the "Information Age," what is considered the "Fuel" for AI?
Data
Electricity
Plastic
Gasoline
Which field uses AI to detect fraudulent bank transactions?
Healthcare
Entertainment
Finance
Agriculture
What is "Deep Learning"?
A subset of ML based on Artificial Neural Networks
Learning while sleeping
Simple linear math
A way to store data in the ocean
Which AI application helps in "Self-driving cars"?
Calculator
Email Spam Filter
Computer Vision
Digital Clock
Which of these is a limitation of Machine Learning?
It is often a "Black Box" (hard to explain how it decided)
It can be biased if the data is biased
All of the above
It needs a lot of high-quality data
What does "Bias" in AI mean?
The AI is too fast
The AI uses too much power
Prejudiced or unfair results due to faulty data
The AI is too expensive
Which discipline is NOT typically related to AI/ML?
Ancient History
Statistics
Mathematics
Computer Science
What is "Natural Language Processing" (NLP)?
Teaching computers to understand human speech and text
Teaching computers to grow trees
Making computers run without electricity
A type of physical exercise
Why do we need Machine Learning instead of traditional programming?
Because humans are lazy
To solve problems where rules are too complex for humans to write manually
To make computers heavier
To reduce the number of colors on a screen
Which algorithm is used for "Clustering" in Unsupervised Learning?
Email Filter
K-Means
Linear Regression
Decision Trees
Which technique is used to predict a continuous value, like the price of a house?
Classification
Regression
Clustering
Association
What is "Classification" used for?
Grouping similar customers
Predicting house prices
Finding the shortest path on a map
Categorizing data (e.g., Is this email "Spam" or "Not Spam"?)
In AI, what does "Neural Networks" mimic?
The human brain's structure (neurons)
A spider web
The human digestive system
A telephone network
Which era are we currently in, according to AI history?
The Stone Age
The Industrial Age
The AI/Information Age
The Steam Age
What is the main objective of "Model Evaluation"?
To change the color of the data
To delete the model
To check how accurately the model performs on new data
To make the model look pretty
Which of these is a "Supervised" task?
Cleaning a hard drive
Recommending a movie
Predicting if a patient has a disease based on past records
Grouping news articles by topic
What is "Overfitting" in Machine Learning?
When you have too much RAM
When a model is too small
When a model learns the training data too well but fails on new data
When the computer gets too hot
Which of the following is a "Big Data" characteristic that helps AI?
Small size
Variety and Volume
Low speed
Expensive cost
AI that can outperform humans in every single field is called:
Narrow AI
Basic AI
Weak AI
Super AI
