machine learning book
C2655
concept
A machine learning book is a structured, written resource that explains the theories, algorithms, and practical applications of machine learning to help readers understand and apply data-driven modeling techniques.
All labels observed (2)
| Label | Occurrences |
|---|---|
| machine learning book canonical | 1 |
| machine learning textbook | 1 |
Description generation (CDg)
The one-sentence description above was generated by prompting gpt-5.1 with the class name and this instruction.
Instruction
generate a one-sentence description for a given conceptual class. # Response Format Return only the sentence: "Description: [one-sentence description of the conceptional class]"
Input
Class: machine learning book
Generated description
A machine learning book is a structured, written resource that explains the theories, algorithms, and practical applications of machine learning to help readers understand and apply data-driven modeling techniques.
Instances (2)
| Instance | Via concept surface |
|---|---|
| Probabilistic Graphical Models: Principles and Techniques | machine learning textbook |
| Deep Learning (book) | — |