Machine Learning Basics Quiz

Machine learning evolved from which field of study?

• Chemistry

• Physics

• Artificial Intelligence

• Biology

The first successful machine learning application was in:

• Image recognition

• Game playing

• Data compression

• Weather prediction

Which of the following marked the beginning of modern machine learning?

• Discovery of the neuron

• Development of neural networks

• Invention of microprocessors

• Launch of the internet

Arthur Samuel is known for coining which term?

• Artificial Intelligence

• Machine Learning

• Neural Networks

• Data Mining

Which of the following is NOT a paradigm for machine learning?

• Supervised learning

• Unsupervised learning

• Static learning

• Reinforcement learning

Supervised learning requires:

• A set of rules

• Labeled data

• Unlabeled data

• Predefined clusters

Unsupervised learning involves:

• Predicting outputs from inputs

• Identifying patterns in unlabeled data

• Reinforcing positive outcomes

• Following specific instructions

Reinforcement learning relies on:

• A reward and punishment mechanism

• Predefined labels

• Statistical regression

• Cluster analysis

Learning by role emphasizes:

• Identifying relationships

• Reinforcing positive behaviors

• Understanding roles in datasets

• Learning through mimicry

Role-based learning is commonly used in:

• Video game AI

• Financial forecasting

• Medical diagnosis

• Autonomous vehicles