Machine Learning & AI Integration Flashcards
6 cards from real ACP practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 6 Machine Learning & AI Integration flashcards as text
Which Python library is widely used for machine learning?
Answer: Scikit-learn
Scikit-learn is a popular machine learning library in Python that provides tools for classification, regression, and clustering.
What is the purpose of TensorFlow in AI development?
Answer: Building and training AI models
TensorFlow is an open-source framework for building and training machine learning and deep learning models efficiently.
Which technique is commonly used to train AI models?
Answer: Supervised learning
Supervised learning is a machine learning technique where models are trained using labeled datasets to make predictions.
What is a neural network in AI?
Answer: A network of connected nodes for deep learning
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.
Which machine learning algorithm is best for classification tasks?
Answer: Random Forest
The Random Forest algorithm is commonly used for classification problems due to its ability to handle large datasets and prevent overfitting.
What is an advantage of using AI in data analysis?
Answer: Automates data analysis and pattern recognition
AI enables automation of complex data analysis, allowing for faster insights and pattern recognition across large datasets.