AI Applications Interview Questions, Answers for Freshers and Experienced asked in various Company Job Interviews

AI Applications Interview Questions

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What are the differences between knowledge representation methods like Semantic Networks and Ontologies?

Tell me about a time you had to deal with an ethical dilemma in AI development?

How do SNNs differ from traditional Artificial Neural Networks (ANNs)?

You've built a chatbot, but users report it is giving inconsistent responses. What are your first steps to debug?

What are generative models in AI?

How does AI contribute to personalized medicine?

How do you evaluate the performance of a chatbot or virtual assistant?

What is the importance of explainability in safety-critical AI systems?

What are the differences between L1 and L2 regularization?

What are your strengths and weaknesses in AI?

What is quantum optimization?

Describe a real-world use case of Edge AI.

How can AI be used to control drone flights and operations?

What is the biggest misconception people have about AI?

What is Edge AI?

Un-Answered Questions { AI Applications }

Explain the concept of SHAP and its role in XAI.

Can you explain how AI is used in patient monitoring systems?

What is your understanding of the different types of cloud-based machine learning services?

What is predictive maintenance, and how is AI used in transportation?

What are the challenges in applying AI to healthcare?

How does generative systems aid in developing more realistic and engaging AI-generated content?

Can you describe the limitations of AI in educational settings?

What is sentiment analysis, and how is it used in financial markets?

What are some common NLP tasks?

Discuss the use of AI in mental health care.

How can AI improve administrative processes in educational institutions?

What is the biggest misconception people have about AI?

How do you translate user needs into AI solutions?

What tools and frameworks are you comfortable with?

How does Neuromorphic Computing aid in developing more efficient and adaptive AI systems?

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