Machine Learning Quiz

Machine learning is a subfield of:

• Chemistry

• Biology

• Artificial Intelligence

• Physics

Which of the following is an example of supervised learning?

• K-Means clustering

• Linear regression

• Principal Component Analysis

• Apriori algorithm

Which term describes "learning from labeled data"?

• Supervised Learning

• Unsupervised Learning

• Reinforcement Learning

• Deep Learning

Which is NOT a type of Machine Learning?

• Supervised

• Unsupervised

• Reinforcement

• Experimentative

Clustering is an example of:

• Supervised Learning

• Unsupervised Learning

• Semi-supervised Learning

• Reinforcement Learning

Which algorithm is used for classification tasks?

• Linear Regression

• K-Nearest Neighbors

• K-Means

• PCA

Decision Trees are mainly used for:

• Regression

• Classification

• Clustering

• Dimensionality Reduction

Which of the following is a reinforcement learning technique?

• Q-Learning

• SVM

• Random Forest

• Linear Regression

K-Means is a:

• Supervised algorithm

• Unsupervised algorithm

• Semi-supervised algorithm

• None

Support Vector Machine (SVM) can be used for:

• Regression

• Classification

• Both

• None