GMLE Reliable Test Blueprint - 100% Pass Quiz 2025 GIAC GMLE: First-grade GIAC Machine Learning Engineer Reliable Test Test

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GIAC Machine Learning Engineer Sample Questions (Q22-Q27):

NEW QUESTION # 22
What is the main advantage of using a 'Random Forest' over a 'Decision Tree'?
Response:

A. Higher flexibility in model tuning
B. Faster computation
C. Simpler interpretation and understanding
D. Reduced risk of overfitting

Answer: D

NEW QUESTION # 23
What is Principal Component Analysis (PCA) a technique used for in unsupervised learning?
Response:

A. Reducing the dimensionality of data
B. Improving the accuracy of classification models
C. Clustering similar data points
D. Predicting future trends in data

Answer: A

NEW QUESTION # 24
Which of the following is a commonly used algorithm for clustering?
Response:

A. Logistic Regression
B. Decision Trees
C. Support Vector Machines
D. k-means

Answer: D

NEW QUESTION # 25
You are analyzing the performance of machine learning models by comparing their error rates. After calculating the mean and standard deviation of the errors for each model, you notice that one model has a high standard deviation compared to the others.
What does this suggest about the model's performance, and what steps can you take to improve it?
Response:

A. The model's performance is optimal, and no changes are needed
B. The high standard deviation suggests that the model's errors are inconsistent; you should apply regularization or tune hyperparameters to reduce variability
C. The mean error is sufficient to evaluate performance, and standard deviation can be ignored
D. Increase the dataset size without making any changes to the model

Answer: B

NEW QUESTION # 26
What is the scikit-learn library in Python best used for?
Response:

A. High-performance computing
B. Machine learning model development
C. Large-scale data processing
D. Advanced data visualization

Answer: B

NEW QUESTION # 27
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GMLE Reliable Test Blueprint - 100% Pass Quiz 2025 GIAC GMLE: First-grade GIAC Machine Learning Engineer Reliable Test Test

GMLE Reliable Test Test - GMLE Reliable Test Labs

GIAC Machine Learning Engineer Sample Questions (Q22-Q27):

GMLE Actual Exam Preparation Materials and GMLE Test Engine - PDFBraindumps

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