ML Quiz

Which of the following is a type of Machine Learning?

• Regression

• Unsupervised Learning

• Artificial Intelligence

• Deep Learning

Which of the following is a machine learning algorithms that can

be used with labelled data?

• Regression

• Clustering

• Natural Language Processing

• None of the above

____ is the most common programming language used for Machine Learning?

What is called the average squared difference between classifier

predicted output and actual output?

• Mean relative error

• Root mean squared error

• Mean absolute error

• Mean squared error

What are outliers?

• Extreme datapoints in our dataset

• It is the main trend of our dataset

• Values that are correlated to each other

• It is a regression technique

Which regression is used in the following image?

• Linear Regression

• Logistic Regression

• Polynomial Regression

• Ridge Regression

In a linear regression model, which technique can find the coefficients?

• Feature Scaling

• Gradient Descent

• Newton's Standardization

• Ordinary Least Squares

Which of the following is an example of equation of Polynomial Regression?

• log(y/y-1) = β0 + β1x + β2x^2

• y=log(x)

• y = β0 + β1x + β2x^2

• y = e^x + β2x^2

Which of the following sentence is FALSE regarding regression?

• It relates inputs to outputs

• It is used for prediction.

• It may be used for interpretation

• It discovers causal relationships

What is the Full Form of GPT in ChatGPT?

• Generative Pre-Processing Transformer

• Generative Pre-training Transformer

• General Pre-training Transformer

• Generative Pre-determining Transformer