#Ai Ml

30 questions

• What is the difference between AI, machine learning, and deep learning?AI Engineering#ai-mlJunior›
• What are the main types of machine learning?AI Engineering#ai-mlJunior›
• What is a Large Language Model (LLM)?AI Engineering#ai-mlJunior›
• What are neural networks?AI Engineering#ai-mlJunior›
• What is the difference between training and inference?AI Engineering#ai-mlJunior›
• What is generative AI?AI Engineering#ai-mlJunior›
• What are common use cases for AI and machine learning?AI Engineering#ai-mlJunior›
• What is prompt engineering?AI Engineering#ai-mlJunior›
• How does AI/ML differ from traditional programming?AI Engineering#ai-mlJunior›
• How can developers use AI in their work?AI Engineering#ai-mlJunior›
• How does supervised learning work in detail?AI Engineering#ai-mlMiddle›
• What are overfitting and underfitting?AI Engineering#ai-mlMiddle›
• What are embeddings in AI?AI Engineering#ai-mlMiddle›
• What is the transformer architecture?AI Engineering#ai-mlMiddle›
• What is Retrieval-Augmented Generation (RAG)?AI Engineering#ai-mlMiddle›
• How do you integrate AI into applications using APIs?AI Engineering#ai-mlMiddle›
• What is fine-tuning and when do you use it?AI Engineering#ai-mlMiddle›
• How do you evaluate machine learning models?AI Engineering#ai-mlMiddle›
• Why is data quality and quantity important in ML?AI Engineering#ai-mlMiddle›
• What is bias in AI and why is it a concern?AI Engineering#ai-mlMiddle›
• What are the limitations of LLMs and how do you handle them?AI Engineering#ai-mlSenior›
• What are vector databases and why are they important for AI?AI Engineering#ai-mlSenior›
• What are AI agents?AI Engineering#ai-mlSenior›
• How do you design AI-powered applications?AI Engineering#ai-mlSenior›
• What is responsible AI and why does it matter?AI Engineering#ai-mlSenior›
• What is MLOps and the ML lifecycle?AI Engineering#ai-mlSenior›
• How does unsupervised learning work?AI Engineering#ai-mlMiddle›
• What are the main types of neural networks (CNN, RNN, transformers)?AI Engineering#ai-mlMiddle›
• What are tokens and context windows in LLMs?AI Engineering#ai-mlSenior›
• What are advanced prompting techniques?AI Engineering#ai-mlSenior›