vudang449/AIO2025-Final-Exam-Dataset

AIO2025 Final Exam Dataset

Version: BUILD_V2_STRICT Total Records: 145 Compliance: PASS_10_10 (verified against Rules.md) Last Updated: 2026-06-12

Dataset Description

A high-quality Vietnamese AI/ML exam and quiz dataset from the AIO2025 program, covering modules on Data Science, Machine Learning, Deep Learning, Computer Vision, NLP, and MLOps.

Dataset Summary

Metric	Value
Total Questions	145
Sources	vietnamese_exam, exam, quiz
Modules	12
Difficulty Levels	EASY=17, MEDIUM=127, HARD=1

Module Distribution

• Module_3A: 41 questions
• Module_4: 29 questions
• Module_5: 13 questions
• Module_6: 8 questions
• Module_7: 7 questions
• Module_8: 7 questions
• Module_9: 8 questions
• Module_10: 5 questions
• Module_11: 8 questions
• Module_12: 7 questions
• Module_13: 4 questions
• Module_14: 8 questions

Answer Distribution

Answer	Count
A	43
B	45
C	41
D	16

Dataset Structure

Each record contains:

Field	Type	Description
id	string	Unique identifier
question	string	Question text (may contain code/math)
option_a	string	Option A
option_b	string	Option B
option_c	string	Option C
option_d	string	Option D
answer	string	Correct answer: A, B, C, or D
answer_index	integer	0=A, 1=B, 2=C, 3=D
source	string	Source type: exam, quiz, vietnamese_exam
module	string	Module taxonomy
difficulty	string	EASY / MEDIUM / HARD
pdf_page	integer	Source PDF page number

Module Taxonomy

Module	Type	Description
Module_3A	vietnamese_exam	Vietnamese-format exam questions
Module_4	exam	AIO25M04 exam
Module_5-10	quiz	Quiz modules (qz_1 through qz_6)
Module_11-14	quiz	Quiz modules (qz_7 through qz_10)

Quality Assurance

• Compliance Score: 100% overall (Rules.md) -- benchmark verified
• Benchmark: PASS_10_10, C=0, M=0, m=0
• All questions have exactly 4 answer options (100% coverage)
• All answers are verified and consistent with options (145/145)
• No duplicate IDs
• No UNKNOWN difficulty labels

Usage

from datasets import load_dataset

ds = load_dataset("vudang449/AIO2025-Final-Exam-Dataset")
print(ds["train"][0])

Citation

@misc{AIO2025_Final_Exam,
  title={AIO2025 Final Exam Dataset},
  author={AIO2025},
  year={2025},
  url={https://huggingface.co/datasets/vudang449/AIO2025-Final-Exam-Dataset}
}

License

CC BY 4.0