Machine Learning Pre-assessment

What is the primary goal of Machine Learning?

• To enable computers to solve problems without explicit programming

• To create games

• To design websites

• To build hardware components

Which of the following is an example of supervised learning?

• Clustering

• Classification

• Dimensionality reduction

• Association rules

What type of learning involves the machine learning from past data to predict future outcomes?

• Reinforcement Learning

• Unsupervised Learning

• Supervised Learning

• Deep Learning

Which of these is an example of unsupervised learning?

• Regression

• Decision Trees

• Clustering

• Neural Networks

What is reinforcement learning primarily used for?

• Predicting weather

• Diagnosing diseases

• Controlling autonomous vehicles

• Detecting spam emails

Which learning method involves using a neural network to simulate the functioning of a human brain?

• Decision Tree

• Support Vector Machine

• Deep Learning

• K-Nearest Neighbors

What is overfitting in machine learning?

What is a dataset in machine learning?

What does "feature" refer to in a dataset?

Which term refers to the model’s performance on data it has never seen before?