Machine Learning and Neural Networks Quiz

What is a common use of a convolutional neural network (CNN)?

• Predicting the weather

• Recognizing images

• Translating languages

• Sorting numbers

In machine learning, what does overfiƫng refer to?

• When the model is too simple

• When the model performs poorly on training data

• When the model performs too well on training data but poorly on unseen data

• When the model runs out of memory

Which programming language is most commonly associated with TensorFlow?

• Java

• Python

• C++

• Ruby

Deep learning is a subset of:

• Statistics

• Artificial Intelligence

• Data Mining

• Game Theory

Which of the following is an example of unsupervised learning?

• Linear regression

• Decision trees

• K-means clustering

• Naive Bayes

Which of the following is a loss function used in training neural networks?

• Euclidean distance

• Mean squared error

• R-squared

• Tanh

What does ReLU stand for?

• Reverse Linear Unit

• Rectified Linear Unit

• Recursive Loss Unit

• Random Logistic Unit

Which of the following is an example of a transfer learning model?

• GPT-3

• Naive Bayes

• Support Vector Machine

• Decision Tree

In reinforcement learning, what is the term used for the learning agent’s environment?

• Actor

• Critic

• Policy

• State

Which algorithm would be best suited for spam email detection?

• K-Nearest Neighbors

• Naive Bayes

• K-means

• Random Forest