Machine Learning Quiz - TCA- 1st Intern

Which of the following is not a type of human learning?

• Associative learning

• Reinforcement learning

• Observational learning

• Supervised learning

Machine learning is a subset of which broader field?

• Data Science

• Artificial Intelligence

• Deep Learning

• Computer Vision

Which of these is not a valid type of machine learning?

• Supervised learning

• Reinforcement learning

• Unsupervised learning

• Descriptive learning

Which of the following problems cannot be solved using machine learning?

• Predicting stock prices

• Image classification

• Learning human emotions from poetry

• Solving simple algebraic equations

Which of these is a real-world application of machine learning?

• Spam detection

• Solving quadratic equations

• Calculating square roots

• Sorting algorithms

Which of these is a commonly used tool in machine learning?

• Microsoft Word

• Adobe Photoshop

• TensorFlow

• PowerPoint

One major issue in machine learning is:

• High accuracy

• Data availability

• Too many models

• File format

Machine learning algorithms typically require:

• Large amounts of labeled data

• High-speed internet

• Graphic design software

• None of the above

What does Bayes' theorem calculate?

• Distance between two points

• Conditional probability

• Decision boundaries

• Maximum margin

Bayes' theorem is based on the concept of:

• Linear algebra

• Frequency counting

• Prior and posterior probabilities

• Nearest neighbor rules