instruction
stringclasses 8
values | input
stringclasses 8
values | output
stringclasses 8
values | text
stringclasses 1
value |
|---|---|---|---|
Explain generative adversarial networks (GANs) | What are generative adversarial networks (GANs) and how do they work? | genai model | |
Explain reinforcement learning | How does reinforcement learning work in AI? | reward and penalty | |
Define deep learning | What differentiates deep learning from traditional machine learning? | nn | |
Describe natural language processing (NLP) | What are the key applications of natural language processing (NLP)? | NLP, LLMs | |
Compare AI and Machine Learning | What is the relationship between AI and Machine Learning? | subset | |
Explain neural networks | What are neural networks and how do they function in machine learning? | neural nets | |
Explain the concept of transfer learning | How does transfer learning benefit AI models? | KT | |
Describe supervised learning | How does supervised learning differ from unsupervised learning? | labels |