Download GIAC : GMLE Questions & Answers as PDF & Test Software
Updated: Jun 06, 2026
No. of Questions: 154 Questions & Answers with Testing Engine
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GIAC Machine Learning Engineer Sample Questions:
1. Which of the following is a commonly used algorithm for clustering?
Response:
A) k-means
B) Support Vector Machines
C) Logistic Regression
D) Decision Trees
2. In a fully connected neural network, what is the primary role of the activation function?
Response:
A) To reduce overfitting
B) To compute the error
C) To introduce non-linearity into the model
D) To optimize the learning rate
3. Which of the following is a key step in data acquisition for machine learning models?
Response:
A) Model deployment
B) Model evaluation
C) Hyperparameter tuning
D) Data cleaning
4. In machine learning, what does 'pruning' a decision tree involve?
Response:
A) Adding more branches to the tree
B) Removing branches to reduce complexity and overfitting
C) Splitting the tree into multiple smaller trees
D) Increasing the depth of the tree
5. What refers to models capturing noise in the training data as if it were a true signal in supervised learning models?
Response:
A) Models that are too simplistic to capture underlying patterns
B) Overfitting
C) The process of training models on large datasets
D) Models performing equally on training and test data
Solutions:
| Question # 1 Answer: A | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: B | Question # 5 Answer: B |
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