Comprehensive AI and Machine
Learning Key Concepts for
Students
https://www.stuvia.com/user/thinktrek
+1(305) 565-6365
, Artificial Intelligence (AI) - Answer AI is the ability of a computer to perform tasks that
normally require human intelligence.
Machine Learning (ML) - Answer A type of AI that learns from data without being explicitly
programmed.
Deep Learning - Answer A more advanced form of Machine Learning that uses Neural
Networks.
Generative AI - Answer A type of AI that creates new content.
Large Language Model (LLM) - Answer A Large Language Model is an AI model trained on
huge amounts of text to understand and generate human language.
Token - Answer A token is the smallest piece of text that an AI processes.
Prompt - Answer The instruction or question given to an AI.
Prompt Engineering - Answer Writing better prompts to get better answers.
Zero-Shot Prompting - Answer Giving no examples.
One-Shot Prompting - Answer Giving one example.
Few-Shot Prompting - Answer Giving several examples before asking the AI.
Learning Key Concepts for
Students
https://www.stuvia.com/user/thinktrek
+1(305) 565-6365
, Artificial Intelligence (AI) - Answer AI is the ability of a computer to perform tasks that
normally require human intelligence.
Machine Learning (ML) - Answer A type of AI that learns from data without being explicitly
programmed.
Deep Learning - Answer A more advanced form of Machine Learning that uses Neural
Networks.
Generative AI - Answer A type of AI that creates new content.
Large Language Model (LLM) - Answer A Large Language Model is an AI model trained on
huge amounts of text to understand and generate human language.
Token - Answer A token is the smallest piece of text that an AI processes.
Prompt - Answer The instruction or question given to an AI.
Prompt Engineering - Answer Writing better prompts to get better answers.
Zero-Shot Prompting - Answer Giving no examples.
One-Shot Prompting - Answer Giving one example.
Few-Shot Prompting - Answer Giving several examples before asking the AI.
