Machine Learning Algorithms - Study Mode
[#51] In machine learning, what is the term for the process of reducing the dimensionality of data while preserving as much information as possible?
Correct Answer
(A) Data Reduction
[#52] What is the primary goal of clustering algorithms like K-Means?
Correct Answer
(C) To group similar data points
[#53] Which machine learning algorithm is commonly used for time series forecasting and trend analysis?
Correct Answer
(D) Long Short-Term Memory (LSTM)
[#54] In machine learning, what is the term for the process of finding the optimal parameters for a model to achieve better performance?
Correct Answer
(A) Model Optimization
[#55] What is the primary purpose of a Long Short-Term Memory (LSTM) network in machine learning?
Correct Answer
(C) To model sequential data