Artificial Intelligence
1. Foundational Concepts: • Can you explain the difference between AI, machine learning, and deep learning? • What are the main types of machine learning algorithms, and how do they differ? • What is reinforcement learning, and can you provide an example of where it might be applied? 2. Technical Skills: • How would you approach building a neural network to solve a specific problem? • What programming languages and tools are essential for AI development, and why? 3. Practical Applications: • Can you discuss a recent project you worked on involving AI? What challenges did you face, and how did you overcome them? • How is AI being used in [industry of interest], and what are some of the ethical considerations involved? 4. Problem Solving: • Given a dataset, how would you preprocess the data for a machine learning model? • Describe a time when you had to optimize an algorithm. What methods did you use? 5. Industry Knowledge: • What are some of the latest trends in AI research, and how might they impact the future of the industry?
Computer Science and Information Engineering Electronic Engineering Environmental Engineering Systems Engineering