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GIAC Machine Learning Engineer Sample Questions:
1. Which Python library is commonly used for data manipulation and analysis in machine learning?
Response:
A) Keras
B) Matplotlib
C) TensorFlow
D) Pandas
2. Which of the following are common supervised learning algorithms?
(Choose two)
Response:
A) Random Forest
B) k-means
C) DBSCAN
D) Linear Regression
3. What is the scikit-learn library in Python best used for?
Response:
A) High-performance computing
B) Machine learning model development
C) Large-scale data processing
D) Advanced data visualization
4. What is pandas.DataFrame.groupby() typically used for in data analysis with Python?
Response:
A) Sorting data in ascending or descending order
B) Splitting the data into groups based on some criteria
C) Concatenating multiple data frames
D) Performing element-wise operations on data frames
5. Which of the following best describes linear regression?
Response:
A) A neural network technique
B) A technique for predicting a continuous target variable based on input features
C) A method for classifying data into categories
D) A clustering algorithm
Solutions:
| Question # 1 Answer: D | Question # 2 Answer: A,D | Question # 3 Answer: B | Question # 4 Answer: B | Question # 5 Answer: B |
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