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GIAC Machine Learning Engineer Sample Questions:

1. Which Python libraries are commonly used for visualizing data in machine learning?
(Choose two)
Response:

A) Matplotlib
B) TensorFlow
C) Seaborn
D) Pandas

2. What are heatmaps used for in data visualization?
Response:

A) Showing the relationship between two variables
B) Plotting data over time
C) Representing the magnitude of phenomena as color in two dimensions
D) Displaying geographical data

3. 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) Ensuring data is collected regularly and follows copyright laws
C) Collecting as much data as possible without validation
D) Scraping only structured data

4. Which of the following is the median of the dataset {3, 7, 9, 12, 15}?
Response:

A) 15
B) 7
C) 9
D) 12

5. What is the main goal of cluster analysis in unsupervised learning?
Response:

A) Predict the outcome of a dependent variable
B) Find the mean of a dataset
C) Group similar data points together
D) Reduce the dimensionality of data

Solutions: