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An insurance company needs to automate claim compliance reviews because human reviews are expensive and error-prone. The company has a large set of claims and a compliance label for each.
Each claim consists of a few sentences in English, many of which contain complex related information. Management would like to use Amazon SageMaker built-in algorithms to design a machine learning supervised model that can be trained to read each claim and predict if the claim is compliant or not.
Which approach should be used to extract features from the claims to be used as inputs for the downstream supervised task?
A. Apply Amazon SageMaker Object2Vec to claims in the training set. Send the derived features space as inputs for the downstream supervised task.
B. Derive a dictionary of tokens from claims in the entire dataset. Apply one-hot encoding to tokens found in each claim of the training set. Send the derived features space as inputs to an Amazon SageMaker builtin supervised learning algorithm.
C. Apply Amazon SageMaker BlazingText in Word2Vec mode to claims in the training set. Send the derived features space as inputs for the downstream supervised task.
D. Apply Amazon SageMaker BlazingText in classification mode to labeled claims in the training set to derive features for the claims that correspond to the compliant and non-compliant labels, respectively.
Answer: A
Explanation:
Amazon SageMaker Object2Vec generalizes the Word2Vec embedding technique for words to more complex objects, such as sentences and paragraphs. Since the supervised learning task is at the level of whole claims, for which there are labels, and no labels are available at the word level, Object2Vec needs be used instead of Word2Vec.
Hinweis: Diese Frage ist Teil einer Reihe von Fragen, die dasselbe Szenario darstellen. Jede Frage in der Reihe enthält eine eindeutige Lösung, mit der die angegebenen Ziele erreicht werden können. Einige Fragensätze haben möglicherweise mehr als eine richtige Lösung, während andere möglicherweise keine richtige Lösung haben.
Nachdem Sie eine Frage in diesen Abschnitten beantwortet haben, können Sie NICHT mehr darauf zurückkommen. Infolgedessen werden diese Fragen nicht im Überprüfungsbildschirm angezeigt.
Ihr Netzwerk enthält eine Active Directory-Domäne mit dem Namen contoso.com. Die Domäne enthält einen DHCP-Server mit dem Namen Server2, auf dem Windows Server 2016 ausgeführt wird.
Benutzer melden, dass ihre Clientcomputer keine IP-Adresse erhalten.
Sie öffnen die DHCP-Konsole wie in der Abbildung gezeigt. (Klicken Sie auf die Schaltfläche "Ausstellen".)
Scope1 hat einen Adressbereich von 172.16.0.10 bis 172.16.0.100 und eine Präfixlänge von 23 Bit.
Sie müssen sicherstellen, dass alle Clientcomputer im Netzwerk eine IP-Adresse von Server2 beziehen können.
Lösung: Sie führen das Cmdlet Reconcile-DhcpServerv4IPRecord aus.
Erfüllt dies das Ziel?
A. Nein
B. Ja
Answer: A
Explanation:
Explanation
https://technet.microsoft.com/itpro/powershell/windows/dhcp-server/set-dhcpserverv4scope
Which of the following is an effective way of segregating different cloud networks and datacenters in a hybrid cloud environment?
A. Dedicated Hosting
B. Bastion Virtual Network
C. Virtual LANs
D. Virtual Private Networks
Answer: B
Explanation:
One emerging architecture for hybrid cloud connectivity is "bastion" or "transit" virtual networks:
. This scenario allows you to connect multiple, different cloud networks to a data center using a single hybrid connection. The cloud user builds a dedicated virtual network for the hybrid connection and then peers any other networks through the designated bastion network.
. Second-level networks connect to the data center through the bastion network, but since they aren't peered to each other they can't talk to each other and are effectively segregated. Also, you can deploy different security tools, firewall rulesets, and Access Control Lists in the bastion network to further protect traffic in and out of the hybrid connection.
Reference: CSA Security GuidelinesV.4(reproduced here for the educational purpose)
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