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NEW QUESTION: 1
How can you get a neural network to learn about relationships between categories in a categorical feature?
A. Create a one-hot column
B. Create a multi-hot column
C. Create an embedding column
D. Create a hash bucket
Answer: C
Explanation:
Explanation
There are two problems with one-hot encoding. First, it has high dimensionality, meaning that instead of having just one value, like a continuous feature, it has many values, or dimensions. This makes computation more time-consuming, especially if a feature has a very large number of categories. The second problem is that it doesn't encode any relationships between the categories. They are completely independent from each other, so the network has no way of knowing which ones are similar to each other.
Both of these problems can be solved by representing a categorical feature with an embedding column. The idea is that each category has a smaller vector with, let's say, 5 values in it. But unlike a one-hot vector, the values are not usually 0. The values are weights, similar to the weights that are used for basic features in a neural network. The difference is that each category has a set of weights (5 of them in this case).
You can think of each value in the embedding vector as a feature of the category. So, if two categories are very similar to each other, then their embedding vectors should be very similar too.
Reference:
https://cloudacademy.com/google/introduction-to-google-cloud-machine-learning-engine-course/a-wide-and-dee

NEW QUESTION: 2
Hinweis: Diese Frage ist Teil einer Reihe von Fragen, die dasselbe Szenario darstellen. Jede Frage in der Reihe enthält eine eindeutige Lösung, die die angegebenen Ziele erfüllen kann. Einige Fragensätze haben möglicherweise mehr als eine richtige Lösung, während andere möglicherweise keine richtige Lösung haben.
Nachdem Sie eine Frage in diesem Abschnitt 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 die in der folgenden Tabelle aufgeführten Benutzer.

Sie haben einen Computer mit dem Namen Computer1, auf dem Windows 10 ausgeführt wird und der sich in einer Arbeitsgruppe befindet.
Ein lokaler Standardbenutzer auf Computer1 mit dem Namen Benutzer1 verbindet den Computer mit der Domäne und verwendet die Anmeldeinformationen von Benutzer2, wenn Sie dazu aufgefordert werden.
Sie müssen sicherstellen, dass Sie Computer1 in Computer33 umbenennen können.
Lösung: Sie verwenden die Anmeldeinformationen von Benutzer2 auf Computer1.
Erfüllt dies das Ziel?
A. Nein
B. Ja
Answer: A
Explanation:
Explanation
Renaming a domain-joined computer will also rename the computer account in the domain. To do this, you need domain administrator privileges.
User2 is a domain user, not an administrator. Use User3's credentials instead.
References:
https://docs.microsoft.com/en-us/windows/security/identity-protection/access-control/active-directory-security-

NEW QUESTION: 3
What steps are included in the implementation process of the Huawei Cloud Assessment Service Method te?
A. Evaluation preparation
B. evaluation results
C. Application adjustment
D. application analysis
Answer: A,B,C,D