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NEW QUESTION: 1
クライアントレスSSL VPNをサポートするには、クライアントコンピュータのWebブラウザで何を有効にする必要がありますか？
A. ポップアップ
B. クッキー
C. Silverlight
D. ActiveX
Answer: B

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
You are hired as the new head of operations for a SaaS company. Your CTO has asked you to make
debugging any part of your entire operation simpler and as fast as possible. She complains that she has
no idea what is going on in the complex, service-oriented architecture, because the developers just log to
disk, and it's very hard to find errors in logs on so many services. How can you best meet this requirement
and satisfy your CTO?
A. Copy all log files into AWS S3 using a cron job on each instance. Use an S3 Notification Configuration
on the <code>PutBucket</code> event and publish events to AWS Kinesis. Use Apache Spark on AWS
EMR to perform at-scale stream processing queries on the log chunks and flag issues.
B. Begin using CloudWatch Logs on every service. Stream all Log Groups into S3 objects. Use AWS
EMR cluster jobs to perform ad-hoc MapReduce analysis and write new queries when needed.
C. Begin using CloudWatch Logs on every service. Stream all Log Groups into an AWS Elasticsearch
Service Domain running Kibana 4 and perform log analysis on a search cluster.
D. Copy all log files into AWS S3 using a cron job on each instance. Use an S3 Notification Configuration
on the <code>PutBucket</code> event and publish events to AWS Lambda. Use the Lambda to analyze
logs as soon as they come in and flag issues.
Answer: C
Explanation:
The Elasticsearch and Kibana 4 combination is called the ELK Stack, and is designed specifically for
real-time, ad-hoc log analysis and aggregation. All other answers introduce extra delay or require
pre-defined queries.
Amazon Elasticsearch Service is a managed service that makes it easy to deploy, operate, and scale
Elasticsearch in the AWS Cloud. Elasticsearch is a popular open-source search and analytics engine for
use cases such as log analytics, real-time application monitoring, and click stream analytics.
Reference: https://aws.amazon.com/elasticsearch-service/

NEW QUESTION: 4
Your customer needs a way to make the Integrated Planning more flexible. You have suggested using variables. Which of the following comments regarding variables are correct? (Choose three)
A. Variables created in filters can also be used in queries. Therefore, they are shareable objects, and result in less configuration.
B. A selling point of variables used in data slices and characteristic relationships is that they 'popup'. This allows the user to make their own derivation or data lock selections.
C. They parameterize characteristic values in filters, queries, functions, characteristic relationships, and data slices.
D. Users can personalize their variable values and save them as variants.
Answer: A,C,D