AI-901 Study Partner
High-Yield Pattern Map
Use this cheat sheet to master exam scenario clues. The exam heavily tests direct pattern recognition!
"Category"
Predicting a discrete group or label from historical inputs.
"Number"
Predicting a continuous, numeric value (e.g., price, temperature).
"Unknown groups"
Grouping items by similarity without predefined category labels.
"Whole-image label"
Labeling an entire image as a single category (e.g., cat vs dog).
"Object plus location"
Identifying objects inside an image and outputting bounding boxes.
"Text from an image"
Extracting handwritten or printed text out of a photo/scan.
"Structured fields from a document"
Extracting invoices, forms, tables into key-value schemas.
"Opinion"
Determining if a customer comment is positive, negative, or neutral.
"Names, places, organizations, or dates"
Finding specific nouns, quantities, dates in unstructured text.
"Changing or private knowledge"
Retrieving external context and feeding it into prompts without retraining.
"Behavioral adaptation"
Adapting model tone or layout. Try context examples first, then tune weights.
"Answer questions"
Using a base model endpoint to respond to prompts or carry chats.
"Choose tools and take actions"
Orchestrating a system to choose APIs, run code, and execute multi-step tasks.
"Audio to text"
Transcribing spoken words in audio file into written text.
"Text to audio"
Synthesizing realistic spoken voice from written input.
"Spoken language conversion"
Translating spoken voice in one language directly into another language (text or speech).