AI0-001 AI Infrastructure and Technologies Practice Question
Which open-source framework is commonly used for building, training, and deploying machine learning models and provides high-level APIs like Keras?
⚠ Common exam trap
Candidates often confuse PyTorch as the only framework with dynamic computation graphs and high-level APIs, but the question specifically asks for the framework that provides Keras, which is exclusive to TensorFlow.
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
TensorFlow
TensorFlow is the correct answer because it is the open-source framework that provides high-level APIs like Keras for building, training, and deploying machine learning models. Keras, now integrated as tf.keras, offers a user-friendly interface for rapid prototyping while TensorFlow handles the underlying computation graph, distributed training, and model serving via TensorFlow Serving.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✓
TensorFlow
Why this is correct
TensorFlow provides Keras and is widely used for production ML.
- ✗
Hugging Face Transformers
Why it's wrong here
Hugging Face focuses on transformer models, not a general-purpose framework with Keras.
- ✗
scikit-learn
Why it's wrong here
scikit-learn is for traditional ML algorithms, not deep learning.
- ✗
PyTorch
Why it's wrong here
PyTorch is a deep learning framework but does not include Keras by default.
About these practice questions
Courseiva writes every AI0-001 question from scratch — 962 in total, each with an explanation and a wrong-answer breakdown. None are copied from real exams or dumps. Learn why practice questions differ from exam dumps →
JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This AI0-001 practice question is part of Courseiva's free CompTIA certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI0-001 exam.