New GMLE Exam Notes & Certification GMLE Dumps
New GMLE Exam Notes & Certification GMLE Dumps
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GIAC Machine Learning Engineer Sample Questions (Q145-Q150):
NEW QUESTION # 145
What is the primary goal of a 'confusion matrix' in classification problems?
Response:
- A. To determine the optimal number of clusters
- B. To calculate the loss function of the model
- C. To display the number of features used in the model
- D. To visualize the model's performance by showing true and false predictions
Answer: D
NEW QUESTION # 146
What is NumPy essential for in data science?
Response:
- A. Building interactive dashboards
- B. Text processing and natural language understanding
- C. Web scraping and data collection
- D. Handling large arrays and matrices efficiently
Answer: D
NEW QUESTION # 147
What is 'natural language processing' (NLP) in the context of machine learning?
Response:
- A. The field that focuses on the interaction between computers and human language
- B. A technique for training models on time-series data
- C. The process of converting text data into numerical data
- D. A method for improving the accuracy of neural networks
Answer: A
NEW QUESTION # 148
When scraping web data for machine learning, which of the following should you consider to ensure data quality?
Response:
- A. Avoiding the use of any API
- B. Collecting as much data as possible without validation
- C. Ensuring data is collected regularly and follows copyright laws
- D. Scraping only structured data
Answer: C
NEW QUESTION # 149
Which statistics are commonly used to summarize a dataset?
(Choose two)
Response:
- A. Confusion matrix
- B. P-value
- C. Median
- D. Mean
Answer: C,D
NEW QUESTION # 150
......
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