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NEW QUESTION: 1
A customer is implementing SRDF/A. They want to know the quantity of cache required to support delta sets based upon bandwidth that is sized sufficiently to their peak write loads.
For every 1 TB of mirrored data, how much cache is required for delta sets?
A. 0.25 GB
B. 1.0 GB
C. 0.75 GB
D. 0.50 GB
Answer: C

NEW QUESTION: 2
You have a dataset created for multiclass classification tasks that contains a normalized numerical feature set with 10,000 data points and 150 features.
You use 75 percent of the data points for training and 25 percent for testing. You are using the scikit-learn machine learning library in Python. You use X to denote the feature set and Y to denote class labels.
You create the following Python data frames:
You need to apply the Principal Component Analysis (PCA) method to reduce the dimensionality of the feature set to 10 features in both training and testing sets.
How should you complete the code segment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:
Explanation:

Explanation

Box 1: PCA(n_components = 10)
Need to reduce the dimensionality of the feature set to 10 features in both training and testing sets.
Example:
from sklearn.decomposition import PCA
pca = PCA(n_components=2) ;2 dimensions
principalComponents = pca.fit_transform(x)
Box 2: pca
fit_transform(X[, y])fits the model with X and apply the dimensionality reduction on X.
Box 3: transform(x_test)
transform(X) applies dimensionality reduction to X.
References:
https://scikit-learn.org/stable/modules/generated/sklearn.decomposition.PCA.html

NEW QUESTION: 3
Which statement best represents Smarter Application Portfolio Management's (APM's) competitive differentiators?
A. IBM's long standing relationship with key customers.
B. Smarter APM's depth in Planning and Analysis capabilities.
C. The fast growing leadership mindshare generated by Smarter APM.
D. Rationale's strength and leadership in software development and delivery
Answer: D

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