What are the hardware constraints to consider when developing Edge AI applications?
What is transfer learning, and when would you use it?
How does Edge AI aid in reducing latency and improving responsiveness in IoT devices?
Explain how AI assists in telemedicine services.
What are activation functions and why are they used in neural networks?
What role does AI play in identifying student learning gaps?
Explain the concept of adversarial attacks and how to protect AI models from them.
Can you explain the concept of quantum parallelism and its implications for AI?
How does quantum optimization improve AI algorithms?
What are some potential applications of generative systems in art and design for improved creativity?
How would you handle imbalanced datasets?
Explain the principles behind Genetic Algorithms and how they can be used for AI optimization.
What are the limitations when applying AI in climate modeling?