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NEW QUESTION: 1

A. Option E
B. Option B
C. Option A
D. Option C
E. Option D
Answer: C

NEW QUESTION: 2
Why do you need to split a machine learning dataset into training data and test data?
A. To allow you to create unit tests in your code
B. To make sure your model is generalized for more than just the training data
C. So you can try two different sets of features
D. So you can use one dataset for a wide model and one for a deep model
Answer: B
Explanation:
Explanation
The flaw with evaluating a predictive model on training data is that it does not inform you on how well the model has generalized to new unseen data. A model that is selected for its accuracy on the training dataset rather than its accuracy on an unseen test dataset is very likely to have lower accuracy on an unseen test dataset. The reason is that the model is not as generalized. It has specialized to the structure in the training dataset. This is called overfitting.
Reference: https://machinelearningmastery.com/a-simple-intuition-for-overfitting/

NEW QUESTION: 3
An organization has decided to utilize a geographic organizational structure. It has several offices throughout Europe and one office in Asia, in particular, in Shenzhen, China. Although the European offices are very well integrated into headquarters, the office in China has been running fairly independently. Of the locations, this office has been the most resistant to expatriates entering and to developing local talent, In fact, headquarters suspects that most of the hiring and promotions have been based on nepotism. Which of the following gaps does the China office NOT exhibit in this scenario?
A. Succession gap
B. Skill & competency gap
C. Retention gap
D. Knowledge sharing gap
Answer: C