ACP Machine Learning & AI Integration

Question 1

Which Python library is widely used for machine learning?

Accepted Answer

Scikit-learn

Answer

Matplotlib

Answer

Flask

Answer

Pandas

Question 2

What is the purpose of TensorFlow in AI development?

Accepted Answer

Building and training AI models

Answer

Creating static data reports

Answer

Managing databases

Answer

Generating HTML pages

Question 3

Which technique is commonly used to train AI models?

Accepted Answer

Supervised learning

Answer

Random sampling

Answer

Hard coding patterns

Answer

Automated data sorting

Question 4

What is a neural network in AI?

Accepted Answer

A network of connected nodes for deep learning

Answer

A set of static rules for automation

Answer

A predefined list of conditions

Answer

A manual programming approach

Question 5

Which machine learning algorithm is best for classification tasks?

Accepted Answer

Random Forest

Answer

Linear regression

Answer

K-Means Clustering

Answer

Naïve Bayes

Question 6

What is an advantage of using AI in data analysis?

Accepted Answer

Automates data analysis and pattern recognition

Answer

Increases manual workload

Answer

Reduces accuracy in predictions

Answer

Requires no computational resources