ACP Machine Learning & AI Integration

Question 1

Which Python library is widely used for machine learning?

Accepted Answer

Scikit-learn

Answer

Scikit-learn is a popular machine learning library in Python that provides tools for classification, regression, and clustering.

Question 2

What is the purpose of TensorFlow in AI development?

Accepted Answer

Building and training AI models

Answer

TensorFlow is an open-source framework for building and training machine learning and deep learning models efficiently.

Question 3

Which technique is commonly used to train AI models?

Accepted Answer

Supervised learning

Answer

Supervised learning is a machine learning technique where models are trained using labeled datasets to make predictions.

Question 4

What is a neural network in AI?

Accepted Answer

A network of connected nodes for deep learning

Answer

A neural network is a computational model inspired by the human brain that is used in deep learning for tasks like image recognition and natural language processing.

Question 5

Which machine learning algorithm is best for classification tasks?

Accepted Answer

Random Forest

Answer

The Random Forest algorithm is commonly used for classification problems due to its ability to handle large datasets and prevent overfitting.

(ACP) Anaconda Certified Professional Practice Test

(ACP) Anaconda Certified Professional Practice Test

ACP Machine Learning & AI Integration