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GIAC Machine Learning Engineer Sample Questions (Q10-Q15):
NEW QUESTION # 10
Which of the following are advantages of using Support Vector Machines (SVM) for classification tasks?
(Choose two )
Response:
- A. Performs well with large amounts of missing data
- B. Effective in high-dimensional spaces
- C. Is highly interpretable and easy to visualize
- D. Works well when there is a clear margin of separation between classes
Answer: B,D
NEW QUESTION # 11
P-values in hypothesis testing are used to:
Response:
- A. Estimate the probability of observing the data given the null hypothesis is true
- B. Calculate the mean of the data sample
- C. Visualize the distribution of data
- D. Determine the practical significance of results
Answer: A
NEW QUESTION # 12
Which of the following is a key feature of TensorFlow in machine learning?
Response:
- A. It is used for real-time model deployment
- B. It is used for plotting graphs
- C. It is primarily used for statistical analysis
- D. It provides tools for building and training deep learning models
Answer: D
NEW QUESTION # 13
What does the term 'reinforcement learning' refer to in machine learning?
Response:
- A. A learning technique where an agent learns to make decisions by taking actions in an environment to achieve some reward
- B. A type of unsupervised learning
- C. The method of combining multiple models to improve performance
- D. The process of training neural networks with backpropagation
Answer: A
NEW QUESTION # 14
Which of the following are common applications of regression models?
(Choose two)
Response:
- A. Classifying spam emails
- B. Clustering customer segments
- C. Predicting house prices based on various features
- D. Forecasting sales trends over time
Answer: C,D
NEW QUESTION # 15
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