Quiz on Car Automation

Which of the following is NOT a type of machine learning?

• Supervised learning

• Reinforcement learning

• Unsupervised learning

• Rule-based learning

Which of the following is a deep learning framework?

• TensorFlow

• Scikit-Learn

• Keras

• XGBoost

Which of the following is a type of neural network?

• Convolutional Neural Network (CNN)

• Decision Tree

• Naive Bayes

• K-Nearest Neighbors (KNN)

Which of the following is NOT a step in the machine learning workflow?

• Data cleaning

• Model evaluation

• Feature engineering

• None

Which of the following is an example of a classification problem?

• Predicting the price of a house

• Identifying handwritten digits

• Predicting the weather

• Recommending movies to a user

Which of the following is a popular deep learning architecture for image recognition tasks?

• Long Short-Term Memory (LSTM)

• Recurrent Neural Network (RNN)

• Convolutional Neural Network (CNN)

• Autoencoder

Which of the following is a popular machine learning library in Python?

• MATLAB

• R

• SAS

• Scikit-Learn

Which of the following is a popular programming language for machine learning?

• PHP

• Python

• Ruby

• Perl

Which of the following is a method for handling missing values in a dataset?

• Removing the rows with missing values

• Removing the columns with missing values

• Both a and b

• None

Which of the following is an example of a sensor used in car automation?

• GPS

• Camera

• Accelerometer

• All of the above