Test GMLE Book, GMLE Valid Test Materials
Test GMLE Book, GMLE Valid Test Materials
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GIAC Machine Learning Engineer Sample Questions (Q153-Q158):
NEW QUESTION # 153
Which of the following describes a decision tree in supervised learning?
Response:
- A. An algorithm that groups data points into clusters without labels
- B. A model that makes decisions by splitting data into branches based on feature values
- C. A neural network with multiple hidden layers
- D. A tree-like structure used for clustering data points
Answer: B
NEW QUESTION # 154
What is not a typical use case for CNNs in image processing?
Response:
- A. Image classification
- B. Object detection
- C. Facial recognition
- D. Natural language processing
Answer: D
NEW QUESTION # 155
Which are common sources of data used in machine learning pipelines?
(Choose two)
Response:
- A. Manual calculations
- B. APIs
- C. Model ensembling
- D. Web scraping
Answer: B,D
NEW QUESTION # 156
What is a key step in preprocessing data for machine learning?
Response:
- A. Simplifying the model architecture
- B. Increasing the size of the dataset artificially
- C. Normalizing or standardizing the data
- D. Selecting a suitable machine learning algorithm
Answer: C
NEW QUESTION # 157
In the context of random forests, what is bagging?
Response:
- A. A technique that reduces overfitting by using a combination of decision trees trained on different subsets of the data
- B. A process that reduces the dimensionality of the dataset
- C. A method used to select the best hyperparameters for a model
- D. A clustering algorithm that groups similar data points
Answer: A
NEW QUESTION # 158
......
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