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NEW QUESTION: 1
A Data Scientist is developing a machine learning model to classify whether a financial transaction is fraudulent. The labeled data available for training consists of 100,000 non- fraudulent observations and 1,000 fraudulent observations.
The Data Scientist applies the XGBoost algorithm to the data, resulting in the following confusion matrix when the trained model is applied to a previously unseen validation dataset. The accuracy of the model is 99.1%, but the Data Scientist has been asked to reduce the number of false negatives.

Which combination of steps should the Data Scientist take to reduce the number of false positive predictions by the model? (Choose two.)
A. Change the XGBoost eval_metric parameter to optimize based on rmse instead of error.
B. Increase the XGBoost max_depth parameter because the model is currently underfitting the data.
C. Increase the XGBoost scale_pos_weight parameter to adjust the balance of positive and negative weights.
D. Change the XGBoost eval_metric parameter to optimize based on AUC instead of error.
E. Decrease the XGBoost max_depth parameter because the model is currently overfitting the data.
Answer: C,D

NEW QUESTION: 2

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

NEW QUESTION: 3
Sie haben ein lokales Rechenzentrum und ein Azure-Abonnement. Das Rechenzentrum enthält zwei VPN-Geräte. Das Abonnement enthält ein virtuelles Azure-Netzwerk mit dem Namen VNet1. VNet1 enthält ein Gateway-Subnetz.
Sie müssen ein Site-to-Site-VPN erstellen. Die Lösung muss sicherstellen, dass eine einzelne Instanz eines Azure VPN-Gateways ausfällt oder ein einzelnes lokales VPN-Gerät ausfällt. Der Ausfall verursacht keine Unterbrechung, die länger als zwei Minuten dauert.
Wie viele öffentliche IP-Adressen, virtuelle Netzwerkgateways und lokale Netzwerkgateways sind in Azure mindestens erforderlich? Wählen Sie zum Beantworten die entsprechenden Optionen im Antwortbereich aus.
HINWEIS: Jede richtige Auswahl ist einen Punkt wert.

Answer:
Explanation:

Explanation

Box 1: 4
Two public IP addresses in the on-premises data center, and two public IP addresses in the VNET.
The most reliable option is to combine the active-active gateways on both your network and Azure, as shown in the diagram below.

Box 2: 2
Every Azure VPN gateway consists of two instances in an active-standby configuration. For any planned maintenance or unplanned disruption that happens to the active instance, the standby instance would take over (failover) automatically, and resume the S2S VPN or VNet-to-VNet connections.
Box 3: 2
Dual-redundancy: active-active VPN gateways for both Azure and on-premises networks References:
https://docs.microsoft.com/en-us/azure/vpn-gateway/vpn-gateway-highlyavailable