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NEW QUESTION: 1
Match the machine learning tasks to the appropriate scenarios.
To answer, drag the appropriate task from the column on the left to its scenario on the right. Each task may be used once, more than once, or not at all.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: Model evaluation
The Model evaluation module outputs a confusion matrix showing the number of true positives, false negatives, false positives, and true negatives, as well as ROC, Precision/Recall, and Lift curves.
Box 2: Feature engineering
Feature engineering is the process of using domain knowledge of the data to create features that help ML algorithms learn better. In Azure Machine Learning, scaling and normalization techniques are applied to facilitate feature engineering. Collectively, these techniques and feature engineering are referred to as featurization.
Note: Often, features are created from raw data through a process of feature engineering. For example, a time stamp in itself might not be useful for modeling until the information is transformed into units of days, months, or categories that are relevant to the problem, such as holiday versus working day.
Box 3: Feature selection
In machine learning and statistics, feature selection is the process of selecting a subset of relevant, useful features to use in building an analytical model. Feature selection helps narrow the field of data to the most valuable inputs. Narrowing the field of data helps reduce noise and improve training performance.
Reference:
https://docs.microsoft.com/en-us/azure/machine-learning/studio/evaluate-model-performance
https://docs.microsoft.com/en-us/azure/machine-learning/concept-automated-ml
NEW QUESTION: 2
Which of the following statements are true regarding an IDS? (Choose two.)
A. It must have two or more monitoring interfaces.
B. It does not have a MAC address assigned to its monitoring port.
C. It cannot mitigate single-packet attacks.
D. It does not have an IP address assigned to its monitoring port.
E. None of its physical interfaces can be in promiscuous mode.
Answer: C,D
Explanation:
Explanation/Reference:
Section: Considerations for Expanding an Existing Network Explanation
Explanation:
An Intrusion Detection System (IDS) cannot mitigate single-packet attacks and does not have an IP address assigned to its monitoring port. An IDS is a network monitoring device that passively monitors a copy of network traffic, not the actual packet. Typically, an IDS has a management interface and at least one monitoring interface for each monitored network. Each monitoring interface operates in promiscuous mode and cannot be assigned an IP address? however, the monitoring interface does have a Media Access Control (MAC) address assigned to its monitoring port. Because an IDS does not reside in the path of network traffic, traffic does not flow through the IDS? therefore, the IDS cannot directly block malicious traffic before it passes into the network. However, an IDS can send alerts to a management station when it detects malicious traffic. For example, the IDS in the following diagram is connected to a Switch Port Analyzer (SPAN) interface on a switch outside the firewall:
This deployment enables the IDS to monitor all traffic flowing between the LAN and the Internet. However, the IDS will have insight only into LAN traffic that passes through the firewall and will be unable to monitor LAN traffic that flows between virtual LANs (VLANs) on the internal switch. If the IDS in this example were to detect malicious traffic, it would be unable to directly block the traffic but it would be able to send an alert to a management station on the LAN.
By contrast, an Intrusion Prevention System (IPS) is a network monitoring device that can mitigate single- packet attacks. An IPS requires at least two interfaces for each monitored network: one interface monitors traffic entering the IPS, and the other monitors traffic leaving the IPS. Like an IDS, an IPS does not have an IP address assigned to its monitoring ports. Because all monitored traffic must flow through an IPS, an IPS can directly block malicious traffic before it passes into the network. The IPS in the following diagram is deployed outside the firewall and can directly act on any malicious traffic between the LAN and the Internet:
Alternatively, an IPS can be deployed in promiscuous mode, which is also referred to as monitor-only mode. When operating in promiscuous mode, an IPS is connected to a SPAN port and effectively functions as an IDS.
Reference:
CCDA 200-310 Official Cert Guide, Chapter 13, IPS/IDS Fundamentals, pp. 534-535 Cisco: Cisco IPS AIM
NEW QUESTION: 3
Refer to the exhibit.
Assuming that all blades are equipped with Cisco UCS VIC 1280 adapters, which two statements can be confirmed from the output? (Choose two.)
A. Blades 3, 4, 5, and 8 are missing.
B. Link Group Preference is set to Port Channel.
C. The Cisco IOM model is a 2208XP.
D. The Cisco IOM model is a 2104XP.
E. The Cisco IOM model is a 2204XP.
F. Blades 3, 4, 5, and 8 are not associated with a service profile.
Answer: A,E
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