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1. What is a common example of an external data source for an organization?
A) Internal emails
B) Employee databases
C) Customer surveys
D) Intranet portals
2. When building a deep learning neural network, what is the purpose of the activation function in each neuron?
A) To define the learning rate
B) To initialize the model
C) To introduce non-linearity
D) To control the number of hidden layers
3. Which of the following is an example of a NoSQL database that is commonly used to store unstructured data?
A) MongoDB
B) Microsoft SQL Server
C) MySQL
D) Oracle Database
4. Which of the following metrics is commonly used to evaluate the performance of a binary classification model in a machine learning pipeline?
A) Accuracy
B) Mean Absolute Error (MAE)
C) R-squared
D) Root Mean Squared Error (RMSE)
5. What is "model reevaluation" in the model deployment phase?
A) The process of data preprocessing
B) The evaluation of data distribution
C) The process of selecting features
D) The periodic assessment of a deployed model's performance and potential retraining
Solutions:
| Question # 1 Answer: C | Question # 2 Answer: C | Question # 3 Answer: A | Question # 4 Answer: A | Question # 5 Answer: D |
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