How is Machine Learning related to Artificial Intelligence?

• They are the same thing!

• Artificial Intelligence is a subcategory of Machine Learning.

• They have nothing in common!

• Machine Learning is a subcategory of Artificial Intelligence.

When a Machine Learning model is trained on data while being provided with the expected result, what kind of process is this?

• Supervised Learning

• Human Learning

• Unsupervised Learning

• Deep Learning

What type of task is a Machine Learning model used for mapping input data to a continuous output doing?

• Classification

• Regression

A Machine Learning model which takes an image as input and outputs whether the animal on the image is a cat or a dog, what kind of task is it performing?

• Classification

• Regression

What kind of task is Logistic Regression used for?

• Regression

• Classification

What is one of the most common algorithms used for updating the ML model's parameters based on the error of the predictions?

• Deep Learning

• Transfer Learning

• Linear Regression

• Gradient Descent

Which of the following is a hyperparameter?

• Dataset Size

• Learning Rate

• Slope

• Intercept

If you want to do image classification, what kind of Neural Networks should you use?

• Recurrent Neural Networks

• Fully-Connected (Normal) Neural Networks

• Convolutional Neural Networks

• Biological Neural Networks

What is the name of the approach of using a large pre-trained neural network and configuring it for a specialized scenario?

• Transfer Learning

• Deep Learning

• Lazy Learning

• Generative Learning

How is the process of selecting and modifying the dataset before training called?

• Regression

• Feature Engineering

• Local Development

• Model Deployment