Machine Learning Quiz

Which of the following best describes Machine Learning?

• A type of database management system

• A field of artificial intelligence that enables computers to learn from data

• A programming language for statistical analysis

• A set of rules for logical reasoning

Who coined the term "Machine Learning"?

• Alan Turing

• Geoffrey Hinton

• Arthur Samuel

• Andrew Ng

What is the primary component used by Machine Learning algorithms to make predictions?

• Hardware

• Data

• Code

• Network

Which of the following is NOT an example of Machine Learning?

• Spam email filtering

• Automated customer service chatbots

• Solving linear equations

• Personalized movie recommendations

In Machine Learning, what is "training"?

• Teaching a computer new programming languages

• Running algorithms to identify patterns in data

• Running simulations of AI models

• Setting up databases for analysis

In which type of Machine Learning is the model trained with labeled data?

• Unsupervised Learning

• Reinforcement Learning

• Supervised Learning

• Deep Learning

Which type of Machine Learning involves the agent learning through rewards and punishments?

• Supervised Learning

• Unsupervised Learning

• Semi-supervised Learning

• Reinforcement Learning

What is the main goal of Unsupervised Learning?

• Predicting continuous values

• Classifying data into predefined categories

• Identifying patterns or structures in unlabeled data

• Minimizing error rates in predictions

Which of the following is an example of a regression problem?

• Predicting the price of a house based on its features

• Classifying emails as spam or not spam

• Grouping customers based on purchasing behavior

• Recommending products to users

Which Machine Learning method is typically used for clustering tasks?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Transfer Learning