Machine Learning Quiz

Machine Learning is a subset of:

• Robotics

• Artificial Intelligence

• Data Mining

• Computer Graphics

Which of the following is NOT a type of Machine Learning?

• Supervised Learning

• Unsupervised Learning

• Encrypted Learning

• Reinforcement Learning

Supervised learning requires:

• Unlabeled data

• Rewards

• Labeled data

• No data

In Unsupervised Learning, the algorithm tries to:

• Learn from feedback

• Classify known labels

• Find hidden patterns in data

• Maximize rewards

Which ML method is inspired by behavioral psychology?

• Supervised Learning

• Reinforcement Learning

• Semi-supervised Learning

• Clustering

Which was one of the earliest machine learning models?

• Transformer

• Perceptron

• BERT

• GAN

The Perceptron was introduced in the:

• 1990s

• 2020s

• 1950s

• 1980s

Which of the following is a data visualization library in Python?

• NumPy

• Pandas

• Matplotlib

• TensorFlow

What is the first step in the Machine Learning workflow?

• Model evaluation

• Data collection and understanding

• Feature scaling

• Optimization

In ML, a hypothesis is:

• A random guess

• A function that maps inputs to outputs

• A visualization

• An evaluation metric