Given a decision tree with depth d. What is the complexity of computing the prediction on a new feature vector?

Give two differences between SVM and k-Nearest Neighbors.

Part (a): What are the two neural network approximation theorems and what do they say?

List three different things you can try if your neural network is overfitted.

What is the difference between saliency maps and proxy models?

A toddler is to receive intravenous therapy of D5/0.25% NS at 500 mL every 10 hours. An IV pump is available to administer the IV fluids. How many mL/hr will the nurse ensure this IV is infusing? The IV pump malfunctions and the nurse needs to set the IV to infuse by gravity with a micro drip tubing. What rate (drops/min) will the nurse set the IV drip? You must have two separate answers to complete this problem for credit.

What is the output of the following code snippet? int i = 11; while (i

Consider the following code snippet: int[][] arr = { { 13, 23, 33 }, { 14, 24, 34 } }; Identify the appropriate statement to display the value 34 from the given array?

A multinational corporation had an office in Palo Alto, California, and an office in Bangalore, India. A 21-year-old Indian computer science graduate works as a software tester at the Palo Alto office. A 21-year-old Indian computer science graduate has an identical position at the Bangalore office. The American worker earns $75,000 per year in salary and benefits; the Indian worker earns $10,000 per year in salary and benefits. Is this arrangement moral? Should the company give equal pay and benefits for equal work? Use arguments for or against globalization to support your stance.

Text-to-image generators, such as DALL-E or Stable Diffusion, receive a prompt and then output realistic photos related to the prompt. These networks use extensive training datasets to teach models that generate better images. Many of the images in these datasets are copyrighted, and the copyright owner has not given their expressed permission to use their artwork for generative AI training purposes. Further, these text-to-image networks often do not attribute the original artists involved in generating a given output. Evaluate text-to-image generators using the four principles of fair use.