WGU D685 PRACTICAL APPLICATIONS OF
PROMPT PA AND OA COMPREHENSIVE STUDY
GUIDE WITH SOLUTIONS
◉ What are Neural Networks?
Answer: Computational models inspired by the human brain that
process data to recognize patterns.
◉ What is Deep Learning?
Answer: A subset of machine learning that uses multi-layer neural
networks for tasks like image recognition.
◉ What are Large Language Models (LLMs)?
Answer: AI trained on massive text datasets to understand and
generate human language.
◉ What does Natural Language Processing (NLP) enable?
Answer: Computers to understand, interpret, and generate human
language.
◉ What is the role of Training Data in machine learning?
, Answer: It is the dataset used to teach a model, impacting its
performance.
◉ What are Tokens in the context of LLMs?
Answer: The fundamental units text is broken into for processing,
roughly 1 token ≈ 4 characters.
◉ What does Temperature control in AI outputs?
Answer: It controls creativity and randomness; low values yield
focused outputs, high values yield creative ones.
◉ What is a Context Window?
Answer: The maximum amount of text an AI can process at once;
content beyond this limit is forgotten.
◉ What are the capabilities of AI?
Answer: Pattern recognition, natural language understanding,
computer vision, real-time data processing, and content creation.
◉ What are some limitations of AI?
Answer: Lacks true intelligence, limited by training data quality,
cannot experience emotions, and may generate false information.
PROMPT PA AND OA COMPREHENSIVE STUDY
GUIDE WITH SOLUTIONS
◉ What are Neural Networks?
Answer: Computational models inspired by the human brain that
process data to recognize patterns.
◉ What is Deep Learning?
Answer: A subset of machine learning that uses multi-layer neural
networks for tasks like image recognition.
◉ What are Large Language Models (LLMs)?
Answer: AI trained on massive text datasets to understand and
generate human language.
◉ What does Natural Language Processing (NLP) enable?
Answer: Computers to understand, interpret, and generate human
language.
◉ What is the role of Training Data in machine learning?
, Answer: It is the dataset used to teach a model, impacting its
performance.
◉ What are Tokens in the context of LLMs?
Answer: The fundamental units text is broken into for processing,
roughly 1 token ≈ 4 characters.
◉ What does Temperature control in AI outputs?
Answer: It controls creativity and randomness; low values yield
focused outputs, high values yield creative ones.
◉ What is a Context Window?
Answer: The maximum amount of text an AI can process at once;
content beyond this limit is forgotten.
◉ What are the capabilities of AI?
Answer: Pattern recognition, natural language understanding,
computer vision, real-time data processing, and content creation.
◉ What are some limitations of AI?
Answer: Lacks true intelligence, limited by training data quality,
cannot experience emotions, and may generate false information.
